---
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title: Are your Sites Truly Isolated? Automatically Detecting Logic Bugs in Site Isolation Implementations
description: "Site Isolation confines each site to its own renderer process, leaving the browser process to track which process may act for which site; errors in that bookkeeping are Site Isolation bypasses. This work presents the first automatic detector: a leak sanitiser flagging cross-process data leaks, a process sanitiser for process-reuse bugs, and an IPC fuzzer simulating a compromised renderer. Four vulnerabilities were found in Chrome and Firefox, one giving full control of a victim site."
resource: "https://www.ndss-symposium.org/wp-content/uploads/2026-f902-paper.pdf"
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    title: Are your Sites Truly Isolated? Automatically Detecting Logic Bugs in Site Isolation Implementations
    author: Jan Drescher, David Klein, Martin Johns
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  - David Klein
  - Martin Johns
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# Are your Sites Truly Isolated? Automatically Detecting Logic Bugs in Site Isolation Implementations

**Are your Sites Truly Isolated? Automatically Detecting Logic Bugs in Site Isolation Implementations** - Jan Drescher, David Klein, Martin Johns, Publisher not stated.

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# Are your Sites Truly Isolated? Automatically Detecting Logic Bugs in Site Isolation Implementations

Are your Sites Truly Isolated?
           Automatically Detecting Logic Bugs in Site
                   Isolation Implementations
                   Jan Drescher                                   David Klein                              Martin Johns
                 TU Braunschweig                              TU Braunschweig                           TU Braunschweig
         jan.drescher@tu-braunschweig.de               david.klein@tu-braunschweig.de              m.johns@tu-braunschweig.de



   Abstract—Site Isolation is one of the core security mechanisms            Site Isolation (SI) is a recent browser security architecture
of a modern browser. By confining a spects s uch a s t he JavaScript      that isolates web applications by site in separate, sandboxed
Just-in-Time compiler or the HTML rendering to a sandboxed                renderer processes to mitigate Spectre and renderer compro-
process, web browsers significantly r educe t he i mpact o f memory
corruption errors. In addition, the mechanism protects against            mises [2]. A site is defined as the tuple of scheme (e.g.,
microarchitectural attacks such as Spectre. When using Site               https) and extended Top-Level Domain plus one subdomain
Isolation, the browser confines all processing related to a site to its   (short eTLD+1, e.g., example.com). The security of Site
own sandboxed process. All communication with the privileged              Isolation relies on process isolation provided by the operat-
browser process is done via exchanging IPC messages. This,                ing system. It also relies on the security of the privileged
however, requires the browser process to keep track of which
renderer processbelongs to which site, as otherwise, an attacker          browser process. The browser process communicates with all
can abuse a memory corruption issue in the renderer to attack             renderer processes via inter-process communication (IPC) to
other sites by sending malicious IPC messages. This, in turn,             provide them with cross-site networking and communication
would allow attackers to leak sensitive data, such as cookies, or         capabilities. These capabilities are restricted by the same-
even achieve Universal Cross-Site Scripting.                              origin policy and Cross-Origin Resource Sharing (CORS).
   This work presents the first automatic approach to detect
such vulnerabilities, called Site Isolation bypasses, in Firefox and      The browser process must correctly track the site context of
Chrome. For this, we propose a novel oracle to detect the semantic        every renderer process and enforce these security policies.
bugs that cause Site Isolation bypass vulnerabilities by flagging         Bugs in the site mapping or the policy enforcement lead to
cross-site data leaks on the process level. In addition, we design        Site Isolation bypass vulnerabilities that allow an attacker to
a fuzzer that simulates a compromised renderer process, trying            execute malicious JavaScript in the context of another site or
to use the browser process as a confused deputy by hooking
into the IPC communication. Our work uncovered four security              steal cookies.
vulnerabilities in Chrome and Firefox: three less severe bugs leak           Site Isolation was rolled out in 2018 in Chrome [2] and in
data cross-site while the fourth bug facilitates complete control
over the victim site.                                                     2021 in Firefox [3]. At the moment of writing, Safari devel-
                                                                          opers started implementing Site Isolation. Most Site Isolation
                       I. I NTRODUCTION                                   bypass bugs discovered since then required the attacker to
   Web browsers are a lucrative target for attacks because they           have compromised the sandboxed renderer process to be ex-
have a large user base and process primarily untrustworthy                ploitable. This produced a relatively high barrier. But assuming
input by design. To reduce the impact of security bugs in han-            that the sandbox is secure and sandbox escapes are impossible,
dling untrustworthy content, web browsers process it in a low-            Site Isolation bypasses are the most lucrative attack vector to
privileged, sandboxed renderer process, with only the high-               utilize a renderer compromise. The vendors of Chrome and
privileged browser process having access to the host system.              Firefox rank Site Isolation bypass vulnerabilities in the second-
The renderer performs many tasks that are prone to memory                 highest tier of their security bug bounty programs.
bugs, such as HTML parsing and JIT compiling JavaScript                      In contrast to memory corruptions that the Address San-
code. Kocher et al. [1] discovered the microarchitecture attack           itizer [4] can detect, detecting semantic bugs such as Site
Spectre, that allows the leak of all data in the same process.            Isolation bypass bugs is hard because they do not produce
This resulted in a radical restructuring of the browser’s security        easily visible crashes [5]. To detect these vulnerabilities, we
model, culminating in Site Isolation.                                     need to infer which process is under the control of the attacker
                                                                          (i.e., processes attacker-provided inputs) and if this process
                                                                          is able to access cross-site data, leading to our first research
                                                                          question:
Network and Distributed System Security (NDSS) Symposium 2026
23-27 February 2026, San Diego, CA, USA                                   RQ1 How can SI bypass vulnerabilities (i.e., cross-process
ISBN 979-8-9919276-8-0                                                       data leaks) be reliably detected?
https://dx.doi.org/10.14722/ndss.2026.240902
www.ndss-symposium.org
To this end, we propose and evaluate a leak sanitizer as an                                           Browser
oracle for Site Isolation bugs. Running the complete browser,                    Sandbox                              Sandbox
our sanitizer detects when a known secret value from the                           Renderer                             Renderer
victim site is leaked to the attacker process. We propose a                                        IPC
second oracle, the process sanitizer, to detect process-reuse
                                                                                           Fig. 1. Site Isolation architecture
bugs that do not produce visible cross-process leaks but are
nevertheless vulnerable to Spectre attacks.
   However, it is not sufficient to only detect successful SI
bypasses; the bug must be triggered first. The vulnerability           A. Site Isolation
lies in the browser process’s reaction to IPC messages that
                                                                          To mitigate memory bugs in the HTML parser or the
a normal renderer process would not send. A compromised
                                                                       JavaScript engine, which facilitate remote code execution
renderer can exhibit arbitrary behavior and send malicious IPC
                                                                       (RCE), modern browsers process potentially malicious HTML
messages on all available interfaces. This leads to our second
                                                                       and scripts in a separate process inside a sandbox. This process
research question:
                                                                       is called renderer process, content process, or renderer. We
RQ2 How to model the arbitrary malicious behavior of the               will use the terms renderer process or renderer to refer to
   compromised renderer?                                               this class of processes. The sandbox prevents the renderer
To answer this question, we systematically analyze past SI             from accessing the host system, thus mitigating the impact
bypasses, discovering that most proofs-of-concept for SI by-           of RCE vulnerabilities in the renderer. Only the privileged
passes require only minor changes in the behavior of the               browser process or parent process has access to the host
renderer process: The renderer compromise is most frequently           system. We will use the term browser process for this process.
used to circumvent security checks in the renderer or spoof            The browser process and the renderer communicate via inter-
origin-related parameters in IPC messages to privileged pro-           process communication (IPC). The browser process interacts
cesses. Based on this discovery, we propose a fuzzing approach         with the user, fetches documents via the network stack, and
that intercepts and modifies IPC messages to simulate a                sends them to the renderer. The renderer parses the HTML
compromised renderer process, aiming to trigger Site Isolation         documents, applies the CSS, executes the JavaScript, and
bypass bugs.                                                           sends the parsed frame back to the browser to be painted
   Our contributions are the following:                                and displayed. The sandbox and process isolation rely on
   • We are the first to systematically analyze and classify the
                                                                       the operating system’s security mechanisms. For example, the
     39 known Site Isolation bypass vulnerabilities in Chrome          Chrome sandbox on Linux relies on user namespaces to restrict
     and Firefox. Leveraging insights from this analysis, we           the sandboxed process’s access to resources and Seccomp BPF
     identify the necessary preconditions to trigger these bugs.       to restrict system calls. The operating system prevents memory
                                                 1
   • We implement a Web IDL-driven fuzzer that triggers
                                                                       access into other processes and the sandboxed process from
     diverse and meaningful inter-process communication and            accessing the host’s file system and other capabilities.
     simulates a renderer compromise by intercepting and                  Site Isolation is a browser security architecture that enforces
     manipulating the IPC messages emitted by the renderer.            isolation between web applications on the process level by
   • We propose novel oracles for Site Isolation bypasses,             placing only the content belonging to the same site in the same
     that observe the data flows between processes and detect          sandboxed renderer process [2]. A site is defined as a scheme
     cross-site data leaks and process-reuse.                          and a registrable top-level domain, also called an extended top-
   • We run a month-long fuzzing campaign targeting Chrome             level domain plus one domain part (eTLD+1). For example,
     and Firefox, discovering four security bugs and reporting         the site https://example.com would comprise all sub-
     them to the developers. The bugs differ in severity: Three        domains like https://*.example.com. The granularity
     less severe bugs leak data cross-site. The fourth bug             of a site is coarser than that of an origin because it ignores
     facilitates complete control of the victim site. It was           both subdomains and ports. Some URLs, for example data:
     assigned a CVE, and we were awarded an $8000 bug                  URLs, are treated as opaque origins. They possess a unique
     bounty.                                                           site and origin that never match another site or origin. For each
                                                                       site, the browser process spawns a new renderer process to
                                                                       process only the documents of this site, as shown in Figure 1.
                          II. BACKGROUND
                                                                       In the following, we will cover the three vulnerabilities that
   In this section, we introduce the Site Isolation architec-          Site Isolation mitigates.
ture and the technologies that SI builds upon. Afterward,              Spectre Spectre exploits speculative execution and architec-
we analyze the common causes for Site Isolation bypass                 tural side channels in modern CPUs to potentially leak a
vulnerabilities by analyzing previous SI bypass bugs from the          process’s full memory space [1]. Agarwal et al. [6] showed that
Chrome and Firefox browser.                                            Spectre attacks could be mounted just by executing JavaScript
                                                                       in the browser to leak the renderer’s memory. Since Spectre
  1 https://github.com/si-bypass-fuzzing                               cannot leak data from other processes, Site Isolation mitigates



                                                                   2
the vulnerability by ensuring that all potentially leaked data            Browser Process                                           Renderer Process Ô
                                                                                           Browser                                   RenderProcess
belongs to the attacker’s site.
Renderer Compromise An attacker who has exploited a                        RenderProcessHost
                                                                           http://a.com           
                                                                                                           RenderProcessHost
                                                                                                           http://b.com         
                                                                                                                                                 RenderFrame
                                                                                                                                                 a.com

memory bug to achieve remote code execution in the renderer                                                                          RenderFrame
                                                                                                                                     sub.a.com
can leak the renderer’s whole process space, including all web
                                                                                                                                                         Proxy
                                                                                           RenderFrameHost
application data, such as cookies. Site Isolation also mitigates                           http://a.com
                                                                                                                 ☼
                                                                                                                                                         b.com


this vulnerability by placing only the attacker’s site data in the             RenderFrameHost
                                                                                                                                    Renderer Process Ô
                                                                               http://sub.a.com       ☼
process that the attacker can compromise.                                                             RenderFrameHost                RenderProcess
                                                                                                      http://b.com          ☼
Universal Cross-Site Scripting Furthermore, Site Isolation                                                                                       Proxy
                                                                                                                                                 a.com
mitigates Universal Cross-Site Scripting vulnerabilities that
                                                                            GPU Process                   Network Service            Proxy
allow the execution of malicious JavaScript in the context of                                                                        sub.a.com

                                                                                                          Storage Service
other web applications in the victim’s browser. Site Isolation                            Mojo IPC
                                                                                                                                                         RenderFrame
                                                                                                                                                         b.com

achieves this by isolating sites on the process level and
providing a cleaner architecture with explicit domain bounds,                         Fig. 2. Chrome’s site isolated multi-process architecture
well-defined IPC interfaces, and centralized security checks
that prevent coding errors leading to UXSS bugs. Reis et al. [2]
determined that Site Isolation mitigated all previous UXSS                  As a compromised renderer can send arbitrary IPC mes-
vulnerabilities in the Chrome browser.                                   sages, the browser process must implement checks to handle
                                                                         this. To enforce the same-origin policy and prevent a compro-
B. Site Isolation Implementation                                         mised renderer from accessing confidential data from another
   In this section, we cover the specific programming                    site, the browser process must check the renderer’s site during
paradigms that are required by Site Isolation and examine their          every interaction. The browser process ensures that a renderer
impact on the browser architecture.                                      can read any resource it passes to the renderer and be permitted
Inter-Process Communication All renderer processes com-                  to send any request or message it sends on the renderer’s
municate with the browser process. In addition to providing              behalf. To achieve this, the browser process must keep track
access to the network stack and file system, the browser                 of each renderer’s site and all permissions that the user might
process also passes messages between the renderers to sup-               have granted to that particular site.
port cross-site communication. Both Chrome and Firefox use               Process lock As soon as the renderer processes the first
Chrome’s Mojo library [7] for inter-process communication.               content, the renderer must be assumed to be potentially
The implementation of the underlying IPC connection varies               malicious. The first input to the HTML parser or JavaScript
depending on the operating system, but generally relies on               engine might exploit a memory bug in the parser or the JS
shared memory. Mojo multiplexes many channels over one                   engine’s JIT compiler and compromise the process. Thus,
concrete IPC connection. This minimizes the overhead of cre-             the browser process assigns the site () to the renderer,
ating additional channels and encourages an architecture that            “locking” the renderer process to this site. This site cannot
splits the communication between the browser and renderer                change during the process’s lifetime. For example, consider
processes into many topic-related interfaces. However, the               the RenderProcessHost in blue in Figure 2, which is locked to
browser process must keep track of the corresponding site for            a.com in the browser process. As this information is stored in
many IPC channels with different renderers.                              the browser process, it can be used for security checks without
   The resulting architecture is more complicated than Fig-              the risk of tampering.
ure 1 conveys. Figure 2, which shows Chrome’s Site Isolation                Oftentimes, there exist several values that can be used for
architecture, depicts the different IPC channels required solely         security checks. Chrome, for example, also saves the latest
to control three frames in two different renderers. The Ren-             document origin (☼) for every frame in the browser process.
derProcessHost and RenderFrameHost components on the left                Site-bound channels To reduce the overhead of passing
control the RenderProcess and RenderFrame components on                  all IPC messages through the browser process, the browser
the right, with messages passed via the IPC channel. Both the            process can establish a direct IPC channel between two
browser and renderer processes keep track of the frame tree.             parties, for example, a renderer and the network service. The
The frames in the renderer handle the HTML documents.                    browser process lets the privileged party, in this case, the
Service Processes If the host system has enough memory,                  network service, create the channel and passes one end of
modern browsers also move parts of the browser process                   the channel to the renderer. In doing so, the browser process
into less privileged processes. Chrome, for example, creates             communicates the renderer’s site to the network service. The
separate processes for the Network Service, Storage Service,             network service saves the site and its end of the channel and
and GPU processes. By defining a sandboxed policy tailored               conducts all security checks based on this value. This allows
to each process, the Chrome developers further mitigate the              the network service to communicate directly with the renderer
impact of memory bugs in one of the services. These privi-               while profiting from the process lock.
leged processes communicate directly with the renderers, thus            Killing compromised renderers The browser process kills
also increasing the complexity of IPC.                                   renderers if it receives malformed or invalid messages indicat-



                                                                     3
ing a renderer compromise. It contains the compromise to the                                        TABLE I
renderer and reduces the susceptibility to undefined states in                    SI BYPASS VULNERABILITIES CLASSIFIED BY CAUSE
the browser process that could lead to Site Isolation bypasses.                  Class   Description         #Bugs   Example
Related Security Mechanisms Site Isolation is comple-
                                                                                  1      Missing Checks       28     CVE-2018-18345
mented by Cross-Origin Read Blocking, Cross-Origin Opener                         2      Bypassed Checks       4     CVE-2020-6385
Policy, and Cross-Origin Embedder Policy. Cross-Origin Read                       3      Origin Confusion      6     CVE-2022-1637

Blocking (CORB) is a mechanism in the browser process that
prevents the leaking of SOP-exempt cross-origin resources to
the renderer. For historical reasons, resources requested by             process memory, and send arbitrary IPC messages to other
<img> and <script> tags were exempt from the SOP.                        processes. Since the attacker can execute arbitrary code in the
Since resources of certain file types are invalid in these con-          renderer, they can also circumvent all renderer-side security
texts, CORB blocks these resources. The Cross-Origin Opener              checks.
Policy (COOP) allows web servers to request origin-based                    We argue that this attacker model is a realistic assumption
isolation for their documents. The Cross-Origin Embedder                 since the DOM engine and JavaScript engine remain prone to
Policy (COEP) allows servers to define which sites may embed             memory bugs [8]. Especially, the number of discovered JIT
their resources. While our proposed sanitizer can detect the             bugs in the JS engine remains high [9]–[11].
leaks that follow CORB bugs, our research does not focus on
                                                                           III. V ULNERABILITY A NALYSIS AND C LASSIFICATION
CORB, COOP, or COEP bugs; our fuzzer does not aim to
trigger them.                                                               We analyze all bug reports of previous SI bypass vul-
Site Isolation Deployment Status Site Isolation is active                nerabilities in the Chrome and Firefox browsers to iden-
since 2018 in Chrome [2] and 2021 in Firefox [3] respectively.           tify common vulnerability causes and create a classification
However, it is inactive on devices with less than 2GB of RAM             of SI bypass vulnerabilities. We manually examine every
and Android WebViews. Safari does not isolate iframes of                 bug from the Chromium bug tracker with the tag Inter-
different sites in different renderers at the time of writing. The       nals>Sandbox>SiteIsolation. For Firefox, we analyze the bugs
WebKit developers are working on integrating Site Isolation.             in the Site Isolation meta bug trackers [12]–[14]. In addition,
However, the implementation poses a significant engineering              we examine every CVE entry in the NVD for one of the
effort [2].                                                              browsers whose description contains the term Site Isolation.
                                                                         For both browsers, we only consider bugs filed after Site
C. Site Isolation Bypass                                                 Isolation was rolled out to filter progress trackers created
   Site Isolation bypass vulnerabilities allow an attacker to            during the implementation of SI. From 1,328 examined bug re-
circumvent the Site Isolation and access the data of another             ports, 39 described vulnerabilities that facilitated SI bypasses.
site. Site Isolation bypass bugs facilitate attacks on all other         Table V in the appendix lists all of these previous SI bypass
web applications running in the victim’s browser by executing            vulnerabilities in Chrome and Firefox.
malicious JavaScript in the context of the other website, i.e.,          SI Bypass Classes The basic workflow for secure interactions
achieving UXSS or stealing confidential data such as cookies.            between the browser and the renderer process requires the
Therefore, they are more dangerous than Cross-Site Scripting             browser process to apply security checks to every request of
attacks, which only facilitate attacks on a single vulnerable            the renderer. To conduct these checks, the browser process
website. While Site Isolation bypass vulnerabilities cannot be           compares the origin or URL that the renderer claims to
exploited to compromise the victim’s host system or access               represent or of any resource that the renderer requests against
local files, potentially mounting attacks on all web applications        a secure value (e.g., from the process lock). There are three
that the victim uses is a powerful capability.                           points of failure in this workflow: the security check might
   Site Isolation bypasses are caused by semantic bugs in                be missing, the renderer might circumvent the check, or the
the functions that the browser process uses to track and                 browser might confuse the secure value. Table I overviews the
determine the site of a renderer or in the security checks               three vulnerability classes.
based on this tracked value. In contrast to memory bugs (e.g.,              We revisit all known SI bypass vulnerabilities and assign
buffer overflows), the Address Sanitizer cannot detect semantic          them to one of the three classes. Furthermore, we aim to
bugs. Instead, they require an oracle that predicts the correct          identify the renderer behavior required to exploit them. The
program state to compare to the observed state. Furthermore,             browser developers accept proof-of-concept exploits for SI
these semantic bugs are hidden deep in the application logic,            bypass vulnerabilities that include manual patches of the
and triggering them requires a semantically valid initial state          renderer code to simulate the behavior of the compromised
and a sequence of syntactically and semantically valid IPC               renderer. Thus, we can quickly identify the behavior that a
messages. Invalid messages detected by the browser process               fuzzer must simulate to trigger SI bypasses.
lead to immediate renderer kills.
Attacker Model We assume that the attacker has already                   A. Missing Checks
achieved RCE in the sandboxed renderer. The attacker can                    This is the most common class of SI bypass vulnerabilities.
execute arbitrary code in the renderer process, read the whole           If the browser process lacks security checks to verify that a



                                                                     4
                            blob:https://victim.com/c9c5f...                                                  GetOriginalOpener() GetOpener()
 1   create blob URL

                           blob
                                                                 victim.com
                       2                              3   blob
     attacker.com                       Browser                                         Browser       victim.com           attacker.com             blank
                                                                                                                                                         q
                                                                    blob
                                   4   navigate                                                         IPC                   IPC               IPC
                       Ô                                                      Ô
                                                                                       Renderer       victim.com           attacker.com             blank
          Fig. 3. Schematic view of the CVE-2018-18345 SI bypass                                                   Ô                                        Ô

                                                                                                  Fig. 4. Schematic view of the CVE-2022-1637 bug
renderer belongs to the claimed site, a compromised renderer
can spoof parameters in IPC messages. Vulnerabilities also
emerge if security checks are only conducted on the renderer                          in the browser process. Thus, the compromised renderer could
process’s side. Once the attacker compromises the renderer,                           send the same spoofed blob URL IPC message as in CVE-
they can freely change the control flow to circumvent security                        2018-18345 because the provided URL would not be checked.
checks. Thus, only checks in the browser process can prevent                          C. Origin confusion
this vulnerability class. To exploit these bugs, the compro-
mised renderer must spoof origin-related parameters in IPC                               If the site value that the browser process uses for security
messages. Other parameters were rarely used for exploits. In                          checks is wrong, the browser process will accept spoofed ori-
addition, the compromised renderer must bypass all renderer-                          gin values from compromised renderers. This origin confusion
side security checks. The remaining section provides an ex-                           is oftentimes triggered by complex cross-site navigation. To
emplary case study of CVE-2018-18345 from this class.                                 exploit these vulnerabilities, a compromised renderer must first
                                                                                      trigger the origin confusion by combining various browser
Case Study: CVE-2018-18345 This vulnerability in Chrome
                                                                                      navigation API routines and then spoofing origin parameters
before version 71.0.3567.0 allowed compromised renderers to
                                                                                      in IPC messages. It follows an exemplary case study of CVE-
register an HTML document with malicious JavaScript as a
                                                                                      2022-1637 from this class.
blob URL of another site. Upon navigation to the blob URL,
                                                                                      Case Study: CVE-2022-1637 This vulnerability in Chrome
the malicious script was executed in the context of the victim
                                                                                      up to version 100 allowed a compromised renderer to spoof
site. The IPC blob registry interface that the browser process
                                                                                      the origin of the top-level frame and, for example, access the
provides to the renderer accepts a blob URL in the common
                                                                                      cookies of a cross-site document framing the attacker’s site. A
UUID form. However, the browser process did not verify that
                                                                                      new iframe or window created with a blank URL inherits the
the host of the provided blob URL matched the site of the
                                                                                      origin of the opener to facilitate communication between the
renderer process. Figure 3 details the whole attack flow. The
                                                                                      two. The browser process contained a bug because the wrong
attacker creates the blob URL ⃝ 1 and registers it for the victim
                                                                                      method was used to retrieve the origin of the newly created
site by spoofing the host in the URL ⃝.2 The browser process
                                                                                      frame. Figure 4 shows the frame trees in the renderers and
saves the blob URL in the context of the victim site ⃝.   3 It is
                                                                                      the browser process with the IPC channels between the frame
executed when the attacker navigates to it ⃝.4
                                                                                      objects. The used method, GetOriginalOpener, returns
B. Bypassed Checks                                                                    the origin of the top-level frame instead of the current frame.
                                                                                      On the renderer side, the frame’s origin was derived correctly,
   We found four bug reports for vulnerabilities that emerged                         and the frame object was placed in the renderer process of
because security checks existed but were faulty and could                             the opener. Thus, if victim.com frames attacker.com,
thus be circumvented by a compromised renderer. The causes                            attacker.com could open a new window to a data URL
for this vulnerability class are diverse. A frequent cause for                        with _blank target to trigger the origin confusion in the
such vulnerabilities is the renderer outliving the corresponding                      browser process. The browser-side frame object would be
control structures in the browser process and the browser                             associated with the victim site. The renderer-side object would
subsequently skipping security checks.                                                be correctly associated with the attacker site. A compromised
Case Study: CVE-2020-6385 Security checks were added to                               renderer could then request the victim site cookies via the IPC
the blob URL store in response to the previously discussed                            channel of the blank frame and spoof the origin parameter of
SI bypass vulnerability with CVE-2018-18345. However, the                             the request to match victim.com to steal the cookies of the
checks were not applied if the renderer process was shutting                          victim site.
down because the control structures in the browser process
holding the process lock might have been deleted.                                                             IV. F UZZER D ESIGN
   A compromised renderer could spoof a frame detachment                                 Our analysis of the SI bypass proofs-of-concept revealed
IPC message to the browser process. This would trick the                              them predominantly relying on three elements: complex cross-
browser process into believing that the last frame from the                           site navigations to trigger origin confusion, circumventing
renderer was removed and the renderer could be evicted. If                            renderer-side security checks, and spoofing origin-related IPC
the compromised renderer ignored the SIGTERM signal sent                              parameters. We propose a fuzzer architecture fulfilling all three
by the browser process, it would outlive the control structures                       requirements to trigger SI bypass vulnerabilities.



                                                                                  5
   Web Servers                       ?                                                     oriented architecture: each interface contains a group of related
                                     # $          https://www.example.com                  functions that either the renderer or browser process offers to
                                                                 IPC   Renderer            the other. IPC calls are similar to calling a function. They
                                     3               Browser     IPC
                                                                                           accept several arguments and may have a return value.
                                                                       Renderer
                       2             IPC fuzzer           4                                Relevant Data Types We manually examined the IPC inter-
                                                                                           face definitions of the two browsers to identify the types of
   Fuzzer Engine                                                                   5       parameters that a compromised renderer might spoof to bypass
    Generator                        Browser                   SI Violation Sink
                                     Instrumentation                                       Site Isolation. Chrome defines structured types to transmit
                   1
                                                                                           origin-related parameters. There are three atomic parameter
                                                                                           types: The url type represents a standard URL. It comprises a
                           Fig. 5. SI bypass fuzzer
                                                                                           scheme, user info, host, port, path, query, and fragment. The
                                                                                           origin type consists of scheme, host, and port. The schemeful
                                                                                           site type contains a scheme and an eTLD+1. In addition, there
   We can trigger cross-site navigations by generating HTML                                is one composite type. The storage key contains an origin, a
documents that invoke the browser’s navigation APIs. To                                    schemeful site, and an ancestor chain bit. We examined all
circumvent renderer-side checks and spoof the contents of                                  IPC interfaces for navigation and storage activities to ensure
IPC messages, we patch the code of the renderer process.                                   that these are the only types used to transmit site-related
We add methods to turn off renderer-side checks per renderer                               information between processes. Therefore, we can reliably
process and to modify the origin parameters of the following                               detect all site-related parameters by type.
IPC message sent by the renderer. This approach is similar to                                 Our examination of the Firefox IPC interfaces revealed
the fault-injection technique employed by Bars et al. [15]. We                             that Firefox processes only exchange three different types of
thereby simulate the behavior of a compromised renderer.                                   site-related data: URL, origin, and domain. In addition, no
   In contrast to memory bugs that the Address Sanitizer can                               structured IPC parameter types exist for these parameters in
detect, SI bypass bugs are semantic bugs, and we need an                                   Firefox. Instead, the processes exchange URLs and origins
oracle to detect them. The oracle must detect the execution                                in string format. Thus, we cannot use types to determine if
of attacker-provided scripts in the victim context and leaks of                            a parameter contains site information. Instead, we use the
critical data from the victim context to the attacker context.                             parameter identifier to determine if a string parameter is site-
We execute a full browser to process HTML documents from                                   related, searching for identifiers containing the words URL,
different sites. In our setting, one of the sites is the attacker                          origin, domain, or spec. Like Chrome, Firefox often exchanges
site, which has access to the capabilities of the compromised                              URL and origin strings as part of more considerable struct
renderer, and the other site is the victim site whose data the                             parameters.
attacker wants to access. Since we know the correct site of                                Mutation Operations We identified two meaningful mutation
each document and which site the sensitive data belongs to,                                strategies for site-related IPC parameters based on the proofs-
we can detect Site Isolation violations by checking whether                                of-concept of known vulnerabilities. The easiest mutation is to
we execute on a site that should be isolated or can access data                            take another URL and replace all components of the parameter
belonging to a different site.                                                             with components of the URL. The IPC message triggered by
Overview Figure 5 provides an overview of our fuzzer. First,                               the ‘history.replace()‘, for example, contains the URL of the
the generator creates a set for cross-referencing HTML docu-                               new history entry. The replacement mutation overwrites this
ments with JavaScript content for each site. These documents                               URL with another random URL, possibly with a different host
are then pushed to two servers with different IPs and, therefore,                          or scheme. This mutation can also be applied when the site
different sites. In the third step, we navigate the instrumented                           or origin is opaque (i.e., does not have a scheme and host).
target browser to the sites and observe the behavior. As                                      The second mutation type is to replace just the host value
the renderer processes the document and communicates with                                  of the parameter. This mutation allows for easy exploitation
the browser process, the IPC fuzzer module intercepts the                                  of SI bypass vulnerabilities from missing checks because the
messages sent by the compromised renderer and randomly                                     remainder of the URL contains relevant data. An attacker
modifies origin-related parameters. Last, our sanitizers detect                            would replace his own host in the IPC message sent by the
successful SI bypasses and report them to the fuzzer.                                      renderer process with the host of the victim site. The exploit
                                                                                           for CVE-2018-18345 displayed in Figure 3 is an example of
A. IPC Message Manipulation                                                                this technique. The attacker sends an IPC message to create
   We implement an IPC fuzzer component in the native code                                 a blob URL but replaces his host in the URL parameter with
of the renderer to intercept and manipulate outgoing IPC                                   the victim host to trick the browser process into moving the
messages. The IPC fuzzer targets site-related parameters in                                malicious blob to the victim process.
outgoing messages and randomly mutates them to simulate                                    Input Synchronization Our fuzzer produces two different
the behavior of a compromised renderer.                                                    kinds of inputs: the HTML documents that make the base
   Both Chrome and Firefox define their different IPC inter-                               behavior of the browser, and the mutations of the intercepted
faces via interface definition files. They employ a service-                               IPC messages that simulate the compromised renderer. To



                                                                                       6
reproduce the bugs that our fuzzer discovers, the fuzzer must          Algorithm 1 Random JS generation algorithm
reliably replay the exact IPC mutations at the right time              Require: G : JS grammar
                                                                        1: s ← ∅                                        ▷ state of variables
during document processing. Thus, we need to synchronize                2: n ← 0
the execution of the cross-site interactions triggered by the           3: while n < 20 do
                                                                                           |s|·10
document and the scheduling of IPC message mutations. We                4:     if RAND < |G| then                           ▷ rand ∈ [0, 1]
achieve this by combining both inputs in one document: We               5:         obj ← WRANDCHOICE(s)
                                                                        6:     else
encode IPC message mutations in the HTML document as                    7:         class ← WRANDCHOICE(G)
invocations of a custom browser API.                                    8:         obj ← INSTANTIATE(class, G, s)
                                                                        9:         ADD (s, obj)
   The IPC interceptor collects message mutation instructions
                                                                       10:     members ← MEMBERS(obj)
in a FIFO queue. The custom browser API has functions for              11:     m ← WRANDCHOICE(members)
each IPC parameter type (URL, origin, schemeful site, storage          12:     p ← GENPARAMS(m, G, s)
key) and each mutation type (replace fully, replace host) that         13:     newobj ← INVOKE(obj, m, p)
                                                                       14:     ADD (s, newobj)
take a replacement value and enqueue an instruction to apply           15:     n←n+1
the respective mutation. Whenever the interceptor intercepts
an origin-related value, it checks the head of the queue for a
matching mutation instruction. The interceptor dequeues and
                                                                       attributes, and visibility are defined in the definition files. In
applies a matching instruction. Otherwise, it transmits the IPC
                                                                       contrast to the information available to JavaScript running in
parameter unmodified.
                                                                       the browser, the Web IDL files contain types for all method
   The combination of enqueued message mutation instruc-
                                                                       signatures and attribute definitions. We can ensure type validity
tions and regular JavaScript statements robustly encodes the
                                                                       for our generated documents by leveraging the information
behavior of the IPC interceptor and produces reliable proof-
                                                                       from the Web IDL files.
of-concept exploits on fuzzer crashes. We evaluate this input
format by re-implementing four proofs-of-concept from known               Both Chrome and Firefox use the Web IDL files during
SI bypass vulnerabilities using our IPC fuzzer API instead of          the pre-build step to automatically generate the JavaScript
manual renderer patches. For all four vulnerabilities, we could        bindings of the renderer. Both browsers have slightly different
implement minimal and robust proofs-of-concept.                        Web IDL specifications because they are not entirely compliant
Renderer Kills The browser process applies sanity checks               with the other HTML specifications. Parsing the corresponding
to the incoming IPC messages and their parameters. If the              Web IDL files of the fuzzed browser, we create a grammar that
browser process detects a malformed message or invalid                 perfectly fits the specific browser to the particular version. We
parameters, it infers that the renderer’s behavior deviates from       supply a small handwritten grammar to supply the signatures
its implementation, indicating a compromise, and kills the             of the JavaScript built-in classes.
renderer process. This regularly produces an error in the                 While the Web IDL specifications contain the possible
browser instrumentation, requiring a time-intensive restart of         values for function string parameters that expect specific
the whole browser. Thus, the renderer kills severely impact the        keywords in the form of enum definitions, they do not include
efficiency of our fuzzer. We experimented with mutating other          this information for the keywords passed to the attributes of
parameters of IPC messages, but this led to a stark increase in        HTML elements. These keywords are only loosely defined in
renderer kills without visible benefits for SI bypass detection.       the HTML standard or the browser’s source code. However,
We discuss techniques to reduce the impact of renderer kills           the MDN web docs list the keywords for every HTML attribute
in Section VII.                                                        in a structured format that we can parse to extract this
                                                                       information. We also supply a manually written map from
B. Input Generator                                                     HTML tag names to the respective DOM API class names.
   The generator aims to generate HTML documents that lead             JavaScript Generation Similar to other fuzzers creating
to diverse cross-site interactions. The generated documents            JavaScript code [10], [16], we generate code in static single-
should be syntactically and semantically valid and cover the           assignment form (SSA). For each variable, we only assign a
whole browser API. Syntactical and semantic errors lead to             value once, during its declaration. Thus, each variable is valid
JavaScript exceptions that stop the execution of the statement,        in all statements after its declaration and keeps its initially
rendering it useless. Thus, we require type information for the        assigned type. Using the SSA form, we implement a context-
browser API to produce valid invocations of its functions.             aware generator that tracks the current context of available
   Manually written grammars for browser API fuzzing often             variables and their types to reuse them in complex statements.
do not cover the whole API. Nevertheless, if the document                 We provide the pseudo-code of our generator in Algo-
coverage of the browser API is incomplete, we might miss               rithm 1. In each iteration, the generator chooses a random
vulnerabilities related to the missed APIs. Thus, we require a         object from the current context or a random class from the
complete grammar.                                                      grammar and instantiates an object of this class. Next, the
Web IDL The W3C standardizes the web browser’s JavaScript              generator chooses a random object member and generates
interface in a definition language called Web IDL. Every prop-         the JS code to call the member function or assign a value
erty of the browser API, its inheritance, member functions,            to the attribute. The generator either uses fitting variables



                                                                   7
from the context for the required parameters or instantiates           data to an attacker-controlled renderer process, and cross-
the required values or objects, preferably by using members            site process-reuse. Cross-site process-reuse does not produce
of existing objects. For objects that cannot be created by             cross-process data transmissions. But data residing in the
calling a constructor, the generator checks if the object can be       process is vulnerable to Spectre attacks.
obtained as a property of the browser API or if a fitting object       Process sanitizer This sanitizer detects both UXSS and cross-
is returned by any function that can be invoked. We allow              site process-reuse. We implement the process sanitizer as
the creation of helper objects to obtain the required objects          a function that we add to the browser API. Our generator
from a member function call up to a recursion level of two.            knows the correct site of the document it is creating. It
The parameter generation method also creates functions for             inserts invocations of the process sanitizer function into all
callback or event handler parameters.                                  documents and passes the correct site as a parameter. On its
Boost Object Reuse & Navigations We raise the probability              first invocation, this process sanitizer function tags the site
of reusing existing objects from the scope to increase coher-          received as a parameter to the process. On every following
ence between the generated statements and create complex               execution, the process sanitizer compares the passed site to
API interactions. We also increase the number of cross-                the tagged site. Thus, it detects whenever a renderer is reused
site navigations because they are the main precondition for            between different sites, either because it is erroneously shared
triggering origin confusion SI bypasses. To this end, we               or because of UXSS.
employ a weighted random algorithm with a probability for the          Leak flow sanitizer The leak sanitizer detects data from the
preference set of 0.2, similar to Kim et al. [16]. We manually         victim web application that leaks into the attacker’s renderer
selected all navigation-related interfaces from the browser API        process. The leak sanitizer is activated for the whole renderer
to choose them with a higher probability during the initial            process by calling a JS function from any script. From this
object selection step. Since most of these interfaces define and       point, the sanitizer examines all incoming IPC messages for a
inherit many members unrelated to navigation, we also select           known magic value. When generating the documents for the
a preference set of navigation-related members.                        victim website, the generator randomly produces this value
   The generator produces random primitive values of match-            when generating strings. Thus, the victim page passes this
ing type whenever it encounters them in parameters. Optional,          magic string to many different browser APIs. In addition,
nullable, or variadic parameters are populated or left empty at        we visit a seed page hosted by the victim web server after
random. For URL strings, it inserts either the URL of one              every browser restart. The seed page contains scripts that
of the generated fuzzing input websites or a unique URL                store the magic value in cookies, local storage, file systems,
belonging to one of the following categories: Data, blob, or           and the IndexedDB of the victim web application. Whenever
javascript: URLs. We limit the nesting documents to a                  the fuzzer triggers a SI bypass bug that leaks data of the
maximum depth of two to prevent infinite recursion.                    victim process, the leak sanitizer detects the leak and raises
Service Worker Service Workers have access to a set of                 a warning.
powerful capabilities. They can, for example, intercept all
outgoing HTTP requests. To fuzz this additional interface,             While the generator would randomly produce the proper
the generator also creates JavaScript files with the populated         browser API invocations to exfiltrate data, we increase
callback functions of a service worker. Our Web IDL-driven             the chance of detecting a successful exploit by calling a
approach allows us to quickly generate code that utilizes              predefined sanitizer JavaScript function at the start of every
the API available to the Service Worker by filtering by                function in the generated documents. This sanitizer function
the visibility scope attribute of the browser properties. The          aims to exploit a triggered SI bypass vulnerability and
Service Workers are registered by a short code snippet that            exfiltrate data from the other site, thus producing a data flow
the generator adds to each test case.                                  detected by the leak sanitizer. The function reads data from
User Interaction Some exploits require user interaction (e.g.,         cookies, local storage, file system, and the indexed DB of the
clicking a link) to succeed. We instrument the browser under           web application. Figure 9 (appendix) contains an example for
test with Playwright to automatically interact with the websites       the output of the generator.
and click on buttons and links. We utilize Playwright because             To detect CORS vulnerabilities, we detect if the reply to a
it prove to be more stable in the context of high process counts       credentialed cross-site request is passed to the compromised
and renderer kills.                                                    renderer process. We achieve this by providing two additional
                                                                       HTTP endpoints that are fetched by the sanitizer function.
C. Site Isolation Bypass Detection Oracles                             The first endpoint mimics a CORS-protected resource with
   We now describe the detection mechanisms of our new                 cookie-based authentication. It reflects all received cookies
SI bypass bug oracles. Since the browser executes renderer             in the HTML document of the reply, setting the Access-
processes for both websites, we can observe the data flows             Control-Allow-Origin header to only allow the victim’s origin.
triggered by the HTML documents and the IPC message                    Thus, if the compromised renderer can access the resource
mutations. We want to detect three different forms of Site             even though it is not permitted, the leak sanitizer detects
Isolation bypasses: execution of attacker-provided JS in the           the magic value of the cookie reflected in the reply. The
victim renderer (e.g., UXSS), leaks of critical victim site            second endpoint simulates a non-credentialed CORB-protected



                                                                   8
response. It does not require cookies to be set and returns                                                          Register(...)
                                                                                                                                                       SendMojoMessage()

an HTML document containing the secret value. We set the                                                                              class
                                                                                                          Renderer                     BlobRegistryProxy                   Mojo
Content-Type to text/html to enable CORB. If the browser                                                                                              C++

does not block the reply, the leak sanitizer detects the magic                                        Renderer Process
                                                                        interface BlobRegistry{   generates Ô
value in the document.                                                  }
                                                                          Register (...)
                                                                                                                                                                             IPC
                                                                                        mojo
                                                                                                                                                           Register(...)

               V. F UZZER I MPLEMENTATION                                                                                Implements   class
                                                                                                          Browser                      BlobRegistry                        Mojo
    We implement the generator and browser instrumentation                                                                                            C++

                                                                                                      Browser Process
in Python and the IPC fuzzer as a small submodule in the
C++ codebase of Chrome, Firefox, and WebKit (Safari). This                                                Fig. 6. Mojo IPC bindings
section details the specific implementation choices for each of
the components.
    While we successfully implemented the IPC fuzzer for                campaign. Furthermore, we discovered that the debug asser-
WebKit, we could not instrument Safari combined with the                tions that are generally used in browser fuzzing builds to
patched WebKit because Safari’s Webdriver does not support              detect bugs [17], [18] are detrimental to our fuzzer: The
it. We discuss this in Section VII. Consequently, this section          debug assertions in the renderer and the browser process
will focus on the implementation for Chrome and Firefox.                detect many symptoms of a compromised renderer process
                                                                        early and terminate the renderer. Therefore, a browser with
A. Browser Instrumentation                                              debug assertions is artificially robust against SI bypasses and
   We use Playwright to instrument the two browsers and                 produces significantly more renderer kills, reducing our fuzzer
automatically interact with the generated web pages. Play-              throughput. Since debug assertions can be circumvented like
wright controls the Chrome browser via the Chrome DevTools              any renderer-side check, they provide no security in real-world
Protocol endpoint. Thus, we can exchange the Chrome browser             scenarios, even if someone uses a debug build for regular
bundled with Playwright for our patched version. To instru-             browsing. Consequently, we turn off debug assertions.
ment Firefox with Playwright, some patches are required that
we manually apply to the code base, together with our IPC               B. Fuzzer Hooks
fuzzer patches.                                                            The IPC fuzzer we implement in Chrome and Firefox
   The browser vendors see compromised renderer processes               consists of two components: the main class that stores instruc-
as a threat. Consequently, safeguards are in place that ter-            tions from the JS API in a queue and the fuzzer hooks that
minate the renderer process if the browser process detects a            intercept every site-related parameter in outgoing messages
malicious IPC message. Thus, the browser regularly kills the            and apply mutations from the queue. Both browsers rely on
renderer process in our experiments, decreasing the stability of        the Mojo IPC library, developed as part of the Chromium
the browser instrumentation. We must pay special attention to           project, to multiplex many logical IPC channels over one real
handling these errors and cleaning up the remaining processes           IPC connection via shared memory. Because of the low cost
to prevent the fuzzer from freezing up.                                 of additional IPC channels, both Chrome and Firefox define
Configuration The default configuration of Playwright dis-              many IPC interfaces through which the browser and renderer
ables Site Isolation in both browsers, leading to meaningless           processes communicate.
SI bypasses. We activate Site Isolation by overriding the                  All IPC channels merge at the point where the serialized
command line flags that Playwright passes to the browser or             messages are written to the same concrete connection, over
by patching the configuration files. Furthermore, we activate           which the channels are multiplexed. However, we cannot
browser features like Chrome’s out-of-process network service           intercept and modify the messages at this point because the
that is relevant in the context of Site Isolation but disabled by       message is a byte array that must be deserialized before type
Playwright by default.                                                  information is available. Another option would be to manually
Visit Strategy The browser executor starts the browser and              patch every function that sends IPC messages to the browser
initially visits the seed pages of both sites to populate cookies       process. Due to the number of functions involved, this involves
and storage. It then visits the victim and attacker pages to sim-       significant effort. Additionally, the frequency of changes to the
ulate the browsing behavior of a person lured to the attacker’s         browser’s code base makes transferring our changes between
page, e.g., via phishing. On both pages, the executor interacts         browser versions infeasible.
with every iframe and clicks every button and hyperlink to              Fuzzer Hook Generation Instead of manual patches, we pro-
trigger manual cross-site navigations.                                  pose an automatic solution to insert the IPC fuzzer hooks that
Build Configuration We additionally compile the browsers                exploits the browser’s build process. Both browsers define IPC
with Address Sanitizer instrumentation to detect memory bugs            interfaces in the form of interface definition files. These files
in the browser process. In particular, we are interested in             are parsed during the pre-compilation step of the browser build
crashes of the browser process that indicate sandbox escape             process, and C++ bindings are generated for both endpoints
vulnerabilities, discovered as a byproduct of our fuzzing               that provide a layer of abstraction around the Mojo IPC library.



                                                                    9
   Figure 6 provides an example of this setup: The                        does not depend on knowledge of the message format. Since
BlobRegistry IPC interface of the Chrome browser. The                     both Chrome and Firefox use Mojo for the lowest level of
interface is defined in a Mojo IDL file. The Mojo parser                  IPC, we can apply the same patch to both browsers.
processes this file and creates C++ files with two classes: a
proxy class for the client that uses the interface and an abstract                               VI. E VALUATION
class for the service that provides the interface. The proxy class           In this section, we present the results of our evaluation
contains a method for every defined IPC message that wraps                and the month-long fuzzing campaign targeting Chrome and
the provided parameters in a message, serializes it, and sends            Firefox. We evaluate our fuzzer in three steps: First, we
it via the linked Mojo library. On the other side, the process            examine the semantic validity of the input documents created
that provides the interface must implement the abstract class,            by the generator. Second, we evaluate the capability of our
overriding all virtual handler methods. In this process, the              fuzzer to trigger and detect SI bypass bugs on old versions of
Mojo library receives and deserializes the message and calls              Chrome with three known vulnerabilities. Finally, we measure
the matching handling method. Return values of the handler                the code coverage achieved by our fuzzer and compare it to
method are sent back via IPC and returned to the client as a              that achieved by the UXSS fuzzer Fuzzorigin [16]. We execute
return value of the invoked method of the proxy class.                    all three evaluation steps on a system with Debian 12, an AMD
   We modify Chrome’s bindings generator to automatically                 Epyc 7713 processor with 64 cores and 64 GB of memory.
inject a fuzzer hook into the generated classes for every site-
related parameter. These fuzzer hooks act as callbacks into the           A. Semantic Validity
IPC fuzzer class, which tries to apply an enqueued mutation                  The semantic validity of the generated JS code is impor-
and overwrites the parameters. Firefox only uses the Mojo                 tant because semantic errors terminate script execution early,
library for the low-level IPC and employs a different IDL                 leading to ineffective fuzzer iterations. While the generator
and IDL parser. Therefore, we patch the Firefox IPC binding               can ensure syntactic validity during the lowering step to JS
generator in the same fashion.                                            code, semantic validity is more challenging. We can prevent
   We achieve coverage over all IPC messages on all interfaces            semantic errors from aborting the whole script by guarding
by patching the binding generators. All IPC parameters of the             each statement with a try-catch block. In contrast to JIT-
relevant types are reliably intercepted. In addition, we can              fuzzing, where try-catch blocks break JIT optimizations and
update to newer browser versions simply by reapplying our                 thus cannot be used [10], try-catch blocks have no adverse side
patches. Changes to both binding generators are infrequent;               effects for our fuzzer. However, all the following statements
thus, our patches apply without conflicts.                                that depend on a variable defined by the erroneous statement
                                                                          will also fail.
C. Additional Browser Patches                                                We also leverage these try-catch-finally blocks to measure
   In addition to renderer patches in the automatically gener-            the semantic validity of the generated statements. Each catch-
ated code of the IPC bindings, we manually apply patches to               and finally- block emits a console log that indicates that a
implement our sanitizers.                                                 block of the respective type was executed. The fuzzer collects
Bypass Renderer-side Checks Similar to the security checks                the console logs and counts the number of executed catch-
in the browser process, security checks in the renderer assert            and finally- blocks. This enables us to compute the number of
that the renderer can conduct an operation on behalf of                   executed statements that led to an exception.
a specific origin and terminate the renderer in case of an                   Our fuzzer creates different inputs for Chrome and Firefox
assertion failure. Once the attacker has compromised the                  because it uses the respective Web IDL definitions of the
renderer, they can arbitrarily change the control flow of the             browsers. Thus, we evaluated our fuzzer on both Chrome
process. Thus, they can also circumvent all security checks               and Firefox. We run our fuzzer for 24 hours each on both
implemented in the renderer. If left unmodified, the renderer-            browsers and measure the fraction of successfully executed
side checks prevent our fuzzer from triggering SI bypass bugs             statements. In Chrome, 89.5% of executed statements pass
because the renderer terminates itself. Thus, we manually                 without exceptions. The number of exceptions in Firefox is
patch the renderer to add a compromised mode that overrides               slightly higher, 85.3% of statements are semantically valid.
all renderer-side security checks. We expose a browser API                The noticeable difference in validity can be explained by the
invoked by our attacker site to set a boolean flag to activate            generator utilizing the Web IDL definitions of the respective
the mode, assuming the renderer can be compromised as soon                browser to generate the inputs. The browser developers use
as it evaluates attacker-provided JavaScript code.                        different extended attributes to express additional semantics of
Leak Sanitizer We also implement the Leak Sanitizer as                    the JavaScript APIs. Our fuzzer might lack support for some
a renderer patch. We patch the deserialization function that              extended attributes, thus mistakenly generating invocations of
processes incoming IPC messages. The sanitizer is activated               unavailable interfaces.
by calling a function exposed to the JavaScript API. From
this point on, it examines every incoming IPC message. It                 B. Evaluation on known bugs
searches for the known byte sequence of the magic string in                 To evaluate our fuzzer’s capability to trigger and detect
the binary blob of the serialized message. Thus, the sanitizer            SI bypass bugs, we run the fuzzer on old browser versions



                                                                     10
                           TABLE II                                                                   TABLE III
 K NOWN VULNERABILITIES IN C HROME USED FOR FUZZER EVALUATION                           O RACLE E VALUATION ON KNOWN P O C’ S

                                Chrome Version                                     ID                 Class   LeakSan   ProcessSan
       Vulnerability                                     Class
                        Vulnerable        Evaluated
                                                                                   CVE-2018-16074       3       #
       CVE-2022-1637    < 101.0.4951.64   99.0.4844.84    3                        CVE-2019-5773        1                   #
       CVE-2019-5856    < 76.0.3809.87    67.0.3396.99    1                        #40093844            2                   #
       CVE-2018-18345   < 71.0.3578.80    67.0.3396.99    1                        CVE-2024-1671        3                   #
                                                                                   CVE-2022-3044        1       #           #



with known vulnerabilities and measure the time required to
trigger the bugs. Since our fuzzer requires browser patches, we         from a specific storage (e.g., the clipboard), we seed this
must adapt these patches and apply them to the old browser              storage with the magic string. Next, we execute the PoC and
versions. To minimize the engineering overhead, we try to               check if one of our oracles logs the SI bypass. We failed to
identify browser versions that can be used to reproduce several         reproduce the proof-of-concept of CVE-2021-21175, so we
known bugs simultaneously. Table II lists the bugs used for             replaced this testcase with another random sample.
evaluation and the vulnerable and evaluated browser versions.               Table III contains the results of our evaluation. Of the five
   We covered the bugs with CVE-2022-1637 and CVE-2018-                 random test cases, the process sanitizer detects one exploit,
18345 in Section II-C as examples for their respective classes.         and the leak sanitizer detects 3 exploits. Both sanitizers fail
CVE-2019-5856 is another vulnerability of class 1 caused by             to detect CVE-2022-3044. This bug allows any compromised
missing security checks in the browser process. In this case,           renderer to leak clipboard contents without user permission.
a malicious renderer could access filesystem: URLs of                   The proof-of-concept utilizes the MojoJS bindings to send
any site because origin checks only existed in the renderer             IPC messages by invoking JavaScript methods. Since these
process. We can reproduce the three bugs with two old Chrome            bindings utilize different code paths, our leak sanitizer does
versions. The old browser versions are incompatible with                not observe the leaking message. We note that the sanitizer
recent Linux versions; thus, we run them in Docker containers           detects clipboard leaks if the message is sent from the C++
with old versions of Ubuntu, i.e., Ubuntu 18.04 for Chrome              IPC library. Including the three known bugs that were used to
version 99 and Ubuntu 14.04 for Chrome 69, respectively.                evaluate the fuzzer, we observe a false negative rate of 12.5%.
                                                                        Thus, we conclude that the oracles reliably detect different SI
   Surprisingly, the IPC bindings generator changed very little,
                                                                        bypass bugs.
and thus, our patches to the generator that create the fuzzer
hooks apply cleanly. However, the switch to Mojo IPC was                False Positives The two oracles do not produce false positives
not completed in Chrome 69, leading us to add fuzzer hooks              due to their design. They utilize the ground truth of the
for the remaining legacy interfaces manually. The renderer-             generator (i.e., the site of the generated document) and transfer
side checks also differ significantly between the versions, thus        it to the process level. Given that the victim document behaves
requiring us to add patches that turn off the checks manually.          benignly, any observed cross-site data flow or process-reuse
                                                                        constitutes a SI bypass. We did not observe false positives
   In addition to the browser patches, we modified the browser
                                                                        during the evaluation or the fuzzing campaign.
instrumentation to handle the old browser versions. Chrome
99 required us to switch to Playwright 1.18.1. No version of
Playwright supports Chrome 69. Therefore, we use Puppeteer.             C. Code Coverage
Anecdotally, the instrumentation for old browser versions                  We examine code coverage to evaluate the effectiveness
required more effort than backporting the browser patches.              of our generator and browser instrumentation in covering a
   We run the fuzzer for a maximum of 24 hours and measure              large amount of browser behavior. Due to the large code
the time until our fuzzer successfully reproduces and detects           base, regular source-based coverage produces a significant
the known vulnerabilities from Table II. The first vulnerability        performance penalty. Instead, we measure coverage based on
to be reproduced is CVE-2019-5856. The fuzzer triggers                  LLVM sanitizer coverage. We use LLVM trace-pc-guards that
the bug in less than a minute of runtime. We must turn                  write 1 to a bitmap for every covered edge. We place the
off the sanitizer for this bug to trigger CVE-2018-18345                bitmap in shared memory to collect coverage from all different
because CVE-2019-5856 is triggered so often that it impedes             processes. The total number of edges is high: 6.9 million edges
other executions. The fuzzer then triggers CVE-2018-18345               for Chrome and 3.0 million for Firefox.
after approximately 14 minutes. The last vulnerability to be               We compare our fuzzer to Fuzzorigin [16], a fuzzer for
reproduced is CVE-2022-1637 after 11.4 hours.                           UXSS vulnerabilities. Fuzzorigin also creates HTML docu-
Oracle Evaluation To further evaluate the proposed oracles,             ments for two different hosts, albeit with different origins, not
we randomly sample and reproduce five SI bypass vulnera-                different sites. Fuzzorigin utilizes Selenium to instrument the
bilities from the list of known vulnerabilities. We apply our           browser under test. Since Fuzzorigin’s browser instrumentation
sanitizer and IPC mutation patches to the affected browser              is incompatible with recent browsers, we use our browser
version. We also apply the browser patches provided as proof-           instrumentation to control the browser and only create the
of-concept in the bug report. If the vulnerability leaks data           input documents with Fuzzorigin.



                                                                   11
                            Chrome Coverage                                            Firefox Coverage                Findings We discovered four security bugs that we list in
                                                                                                                       Table IV. The impact of the bugs ranges from cross-site data
                  6                                                         10
% Edge Coverage




                                                          % Edge Coverage
                                                                                                                       leaks to complete control of the victim’s website.
                                                                                                                       ? Window.name leak The name property is not reset on
                  4
                                                                             5             our fuzzer (all)                 cross-site navigations, in non-compliance with the HTML
                                                                                           fuzzorigin (all)                 standard [20]. Thus, the browser leaks the name to the
                  2                                                                        our fuzzer (browser)
                                                                                           fuzzorigin (browser)             next website. This bug was detected by the leak sanitizer.
                  00        5      10 15          20                         00        5    10 15 20                        It highlights the relevance of our generated victim page
                                 Time (hours)                                            Time (hours)                       actively seeding various storages by utilizing the magic
                                                                                                                            string in random ineractions with the browser API.
                          Fig. 7. Edge Coverage over Chrome and Firefox (24 hours)
                                                                                                                        leak of visited URLs The browser process broadcasts all
                                                                                                                            visited links to all renderer processes to facilitate CSS
                                                   TABLE IV
                                          SI B YPASS F UZZER F INDINGS                                                      visited: styling. Thus, a compromised renderer can
                                                                                                                            sniff all URLs that the victim opens in the browser. The
             Browser Description                                                  Class Severity ID                         leak sanitizer detected this bug.
                            renderer can load arbitrary site                      3      S2    CVE-2024-9392           missing CORB This was our fastest finding, also detected
                      ?      Window.name leaks                                     1      S4    #384781865                  by the leak sanitizer. Firefox does not implement Cross-
                            visited URLs are leaked for styling                   1      S3    #1938107
                            CORB missing                                          1      S3    #1532642†                   Origin Read Blocking, thus leaking the results of no-cors
                  †: The discovered bug is an instance of a known issue, tracked under this ID                              cross-site requests to the renderer. Altough the results are
                                                                                                                            not returned to the JavaScript context, they are visible to
                                                                                                                            the compromised renderer. The Firefox developers are
    We run both fuzzers on Chrome and Firefox with the same                                                                 working on a comprehensive implementation of CORB.
 resources, that were described at the beginning of this section,                                                       history origin confusion A compromised renderer pro-
 and a 24-hour runtime. Neither Fuzzorigin nor our fuzzer                                                                   cess could force an origin confusion in the browser
 utilizes a seed corpus. Figure 7 shows the collected edge                                                                  process using the history API and trick the browser
 coverage in relation to the total number of edges in solid lines.                                                          process into loading cross-site content in the compro-
 We note that the overall coverage is low. This is expected                                                                 mised renderer. Both sanitizers detected this bug. This
 since we consider large parts of the browser’s code base, for                                                              vulnerability was assigned CVE-2024-9392 and rewarded
 example, the HTML parser, out of scope and therefore do not                                                                with an $8,000 bug bounty. We will detail it in the
 create complex HTML markups.                                                                                               following.
    Coverage measured over all processes might not be mean-                                                            Case      Study:      Firefox      History     Confusion       A
 ingful because the vulnerabilities we search for are only in                                                          compromised renderer could spoof the URL set via the
 privileged processes like the browser or network process.                                                             history.replaceState method. While there were
 Complex HTML markups, like the ones generated by Do-                                                                  checks that verified that the passed URL is of the same origin
 mato [19], cover significant parts of the HTML parser in the                                                          as the current URL, they were implemented on the renderer
 renderer but do not lead to many IPC interactions, much less                                                          side. Our fuzzer-generated input circumvented the check by
 any meaningful behavior of the browser process. Thus, we also                                                         replacing the passed URL in the IPC message sent to the
 measure coverage only over the privileged browser process in                                                          browser process. The message led to an origin confusion in the
 a separate bitmap. We configure the browsers not to create                                                            browser process, which now stored the spoofed URL as the
 separate processes for networking and storage so that coverage                                                        last URL of this frame. A subsequent reload of the document
 over these high-privilege services is included in our collection.                                                     would trigger the browser process to load the document at
 The dashed lines in Figure 7 show the coverage collected from                                                         the spoofed URL into the compromised renderer process.
 the privileged process alone. We note that coverage is still                                                          Thus, the compromised renderer could access the document
 computed with the total number of edges as the denominator                                                            and cookies of the victim origin and execute JavaScript in the
 because there is no straightforward way to obtain the number                                                          context of the victim origin. Figure 8 shows the simplified
 of edges of the browser process only.                                                                                 proof-of-concept exploit for the vulnerability discovered by
                                                                                                                       the fuzzer. It uses the IPCFuzzer API introduced by our
 D. Fuzzing campaign
                                                                                                                       browser patches to detect leaks in incoming IPC messages and
    We run a month-long fuzzing campaign to discover                                                                   replace the URL in the outgoing IPC message. This finding
 new bugs in recent versions of Chrome and Firefox. We                                                                 confirms that the IPC message mutations in combination with
 run our fuzzer for two weeks each on patched builds of                                                                Web IDL driven browser API interactions effectively uncover
 Chromium 127.0.6497.0 (6ac2222a) and Mozilla Firefox                                                                  SI bypass bugs.
 121.0 (c00a6f0c) on a system with an AMD EPYC 7702P
 processor with 128 cores and 500 GB of memory. To fully uti-                                                          E. Quantifying Renderer Kills
 lize the available resources, we parallelize our setup, running                                                         We execute our fuzzer for 10 hours on Chrome and Firefox,
 50 instances of our fuzzer in Docker containers.                                                                      and count the iterations that result in the Playwright error,



                                                                                                                  12
IPCFuzzer.activate_leak_sanitizer();
IPCFuzzer.mutate_url("http://127.0.0.2:8080/victim.html");
                                                                             An unexpected finding of our research was that debug
window.history.replaceState("foo","", null);                              assertions are detrimental to our fuzzer. Debug assertions
window.location.reload();
                                                                          completely prevented the reproduction of one of the three
        Fig. 8. Proof-of-Concept for Firefox History Confusion
                                                                          known bugs and slowed down the reproduction of the other
                                                                          two known bugs by a factor of three.
                                                                                a) Limitations: The browser process kills renderer pro-
that is caused by the browser process killing a renderer that             cesses upon receiving IPC messages that fail the security
it observes to act maliciously. For Chrome, 8.7% of iterations            checks to contain the compromise. These renderer kills limit
ended in such a Playwright error, indicating a killed renderer.           the performance of our fuzzer. The browser instrumentation
For Firefox, the proportion of such Playwright errors increased           libraries throw an error upon loss of connection to the renderer,
to 13.1%. Thereby, we observe that even our selected and                  requiring a costly restart of the whole browser.
targeted IPC mutations trigger the security mechanism of the                 We evaluated patching out the renderer-killing behavior of
browser process at a high frequency.                                      the browser process to combat this performance penalty. How-
                                                                          ever, we find that without renderer kills, our fuzzer regularly
                       VII. D ISCUSSION                                   discovers false positives (e.g., SI bypasses that cannot be
                                                                          reproduced in a browser with renderer kills). The browser
   We start by reexamining our research questions in light of             process utilizes the kill function to clean up whenever it
our experimental results.                                                 detects an inconsistent state. All vulnerabilities following that
RQ1 We evaluated two sanitizers for SI bypasses: The leak                 inconsistent state do not affect the regular browser, but occur in
sanitizer detects data leaked from the victim site to the attacker        our experiment because we removed the security mechanism.
process by observing the incoming IPC messages. The process                  The performance penalty inflicted by the renderer kills
sanitizer detects cross-site process reuse or sharing by tagging          limits our ability to try different manipulations of IPC mes-
processes with the first content’s site. Both sanitizers infer the        sages. We tested different mutation strategies early, but the
correct site from the HTML document.                                      frequency of renderer kills greatly exceeded the one described
   Our evaluation on known bugs and current versions of                   in Section VI-E, thereby preventing any meaningful execution.
browsers reveals that both sanitizers are effective in detecting          Thus, we focus on origin-related manipulations that are the
SI bypass bugs. The process sanitizer only catches very                   most frequent exploit path for Site Isolation bypasses. Our
specific bugs and is not applicable to the known vulnerabilities.         fuzzer does not create random IPC messages from scratch,
However, it did detect the history confusion bug in Firefox               a capability that would be required to exploit three prior
from our case study. Fundamentally, the process sanitizer                 vulnerabilities that we marked out-of-scope in Table V.
covers a blind spot of the leak sanitizer: cross-site process                The WebKit developers were in the process of implement-
re-use without explicit leaks of secret data cannot be detected           ing Site Isolation at the time of writing. We validated that
by the leak sanitizer.                                                    support for WebKit can easily be added by applying similar
   Our fuzzer successfully reproduces known vulnerabilities               patches as the ones described in Section V on WebKit’s IPC
and discovers new vulnerabilities in Chrome and Firefox.                  layer. However, while Safari supports running custom WebKit
In doing so, the sanitizers produce no false positives. The               artifacts, Safari’s Webdriver implementation does not support
attacker process should never receive the secret victim data              this. This was confirmed by the WebKit developers. Thus, we
unless the victim site intentionally transmits the data via cross-        cannot instrument and fuzz Safari in a similar way to the other
site communication APIs. Thereby, the sanitizers constitute an            browsers. While we can instrument and fuzz the open-source
elegant solution to the problem of detecting SI bypasses.                 GTK frontend for WebKit (WebKitGTK), this frontend differs
RQ2 We analyzed 39 bug reports to identify the common                     significantly from the closed-source Safari frontend. At the
preconditions to trigger SI bypass vulnerabilities. We identified         time of writing, WebKitGTK did not support Site Isolation.
two main components: spoofing origin parameters of IPC                          b) Reproducibility: Since our fuzzer relies on browser
messages and bypassing renderer-side checks. We evaluated                 source code patches to mutate IPC messages, reproducing our
a fuzzing approach simulating the compromised renderer by                 experiments incurs the overhead of patching and compiling
modifying outgoing IPC messages with random mutations.                    the browser. We provide the full source code of the forked and
   Our evaluation confirms that this approach is effective                patched browsers on GitHub, accompanied by Docker contain-
in triggering SI bypass bugs. By automating the arbitrary                 ers and documentation to build the old browser revisions, to
malicious behavior of the renderer process, we can evaluate the           increase reproducibility. While our patches apply cleanly even
behavior of the browser process under realistic attack condi-             on new browser versions, they might require expert knowledge
tions. The discovered CVE-2024-9392, for example, could not               in the future, should the browser codebase change significantly.
be triggered without both components of malicious behavior.                     c) Future Work: Coverage-guided fuzzing proved to be
   Including the commands for the IPC fuzzer in the HTML                  incredibly useful in finding bugs [21]. However, the impact of
documents produced highly reproducible proofs-of-concept.                 coverage guidance in browser fuzzing is the content of discus-
The discovered bugs can easily be reproduced by manually                  sion [22]. On the other hand, it could guide the manipulations
browsing the input documents with the patched browser.                    of IPC messages toward messages that pass security checks.



                                                                     13
In addition to code coverage, JavaScript execution feedback             browser APIs for GPU-supported rendering [33], [34]. The
from exceptions and error messages could guide JavaScript               discovery of memory bugs in the privileged browser process
generation towards semantically valid statements.                       usually involves fuzzing the process’s IPC interfaces. Pan et
   We did not include extensions in the threat model. Exten-            al. [35] fuzzed Chrome’s IPC interfaces via Mojo’s JavaScript
sions have access to powerful APIs and may be granted access            bindings. Yang et al. [36] fuzzed IPC services on macOS to
to all sites opened in the browser. By generating malicious             break out of the Safari sandbox. Schumilo et al. [37] proposed
extensions as part of the input, our fuzzer could discover              snapshot fuzzing to overcome costly browser restarts.
vulnerabilities that allow an extension to bypass access checks
or even access privileged origins like chrome://, leading to                                  IX. C ONCLUSION
sandbox escapes.                                                           Our research sheds light on a so far unexplored type of
                                                                        vulnerability that allows attackers to bypass the new Site
                   VIII. R ELATED W ORK                                 Isolation security mechanism of modern browsers. The key
   Adjacent to our work, Kim et al. [23] examined vulnerabil-           problem of Site Isolation is that the browser must correctly
ities in browser extensions that lead to UXSS and SI bypass             store the site of every renderer process and enforce security
and Gierlings et al. [24] exploited Site Isolation to facilitate        checks on all IPC messages sent by the renderers. Based on
DoS attacks on the host system.                                         our analysis of all public reports of SI bypass bugs, we dis-
Semantic Browser Bugs Recently, semantic browser bugs re-               cern three different classes: vulnerabilities caused by missing
ceived special attention from the research community: Shou et           checks on IPC messages, those caused by invalid checks, and
al. [25] implemented a fuzzer for Cross-Origin-Read-Blocking            those caused by the privileged browser confusing the site of a
(CORB) bugs and evaluated Chrome’s CORB implementation.                 renderer. Leveraging this classification and information from
Most notably, Kim et al. [16] proposed the fuzzer Fuzzorigin            the public bug reports, we identify the common preconditions
to discover Universal Cross-Site Scripting vulnerabilities in           of an SI bypass exploit. In particular, SI bypass exploits require
browsers. Our approach is similar to theirs; we also process            an attacker to have compromised the renderer process to spoof
several documents in the browser to implement an oracle on              IPC messages and circumvent renderer-side security checks.
top of the browser state. In contrast to Fuzzorigin, our fuzzer         With these insights, we design and implement a fuzzer to
can trigger SI bypass vulnerabilities because it simulates the          trigger Site Isolation bypass vulnerabilities by simulating the
renderer compromise. Furthermore, our sanitizers detect data            malicious behavior of a compromised renderer. We evaluated
leaks into the compromised renderer process that are not                process-level and data-flow-based oracles that detect cross-site
visible to Fuzzorigin’s origin sanitizer.                               data leaks and process-sharing, finding that they effectively
   Fuzzorigin relies on a manually created grammar for JS               detect Site Isolation bypass vulnerabilities. We first demon-
code generation. This grammar covers only a limited set                 strated the practicability of this approach by evaluating old
of APIs, thus limiting the fuzzers coverage of cross-site               browsers with known SI bypass vulnerabilities. Our fuzzer
navigations and interactions. For example, the Window.name              also has proven effective in uncovering new vulnerabilities, as
property that is relevant for the discovered Chrome bug is              it discovered four security bugs in current versions of Chrome
not supported by the generator. The same holds true for blob            and Firefox.
URLs, which were relevant for several previous vulnerabilities.
Complemented by our new oracles and IPC message mutation,                                    ACKNOWLEDGMENT
Fuzzorigin’s generator could also have uncovered the other                We gratefully acknowledge funding by the Deutsche
three new vulnerabilities. To maximize coverage of cross-site           Forschungsgemeinschaft (DFG, German Research Foundation)
interactions, we implemented a more general approach that               under Germany’s Excellence Strategy – EXC 2092 CASA
utilizes Web IDL information to achieve complete coverage               – 390781972 as well as from the European Union’s Hori-
of the browser’s JS API.                                                zon 2020 research and innovation programme under project
   Other approaches include formal models to detect semantic            TESTABLE, grant agreement No 101019206. We thank Tobias
bugs during web platform test executions [26] or in the                 Jost for his technical support and his deep knowledge of C++
web standard [27]. Wi et al. [28] used differential testing             and CMake.
to discover CSP bugs in browsers. They used the other
browser’s behavior as an implicit oracle. Rautenstrauch et                                E THICS C ONSIDERATIONS
al. [29] proposed discovering cross-site leaks in browsers by              We only test browser executables locally and do not inter-
automatically checking for leaks across test executions.                fere with genuine websites. Since the vulnerabilities discov-
Browser Fuzzing Most browser fuzzers targeted the DOM                   ered during our fuzzing campaign might be used to attack
engine [19], [22], [30]–[32] or JavaScript engine’s JIT com-            users, we confidentially disclose the vulnerabilities via the
piler [9]–[11] to discover the security bugs leading to the             available channels for security bugs. We support the developers
renderer compromise that we presuppose in our work. Re-                 in fixing the bugs and keep our findings secret until the
lated to our work, Zhou et al. [31] and Wang et al. [32]                developers make the bug reports public. In doing so, we adhere
also leveraged Web IDL interface specifications to generate             to the rules and guidelines for reporting security bugs, which
semantically valid JS. Recent publications specifically targeted        the browser developers define.



                                                                   14
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     +/HEAD/styleguide/c++/checks.md                                                        of the Seventeenth European Conference on Computer Systems, 2022,
[18] F. S. Docs, “Firefox source docs: Fuzzing,” 2025, visited 2025-                        p. 166–180.
     01-21. [Online]. Available: https://firefox-source-docs.mozilla.org/tools/
     fuzzing/index.html




                                                                                  15
                                                                         A PPENDIX A
                                                                         K NOWN B UGS

                                                                 TABLE V
                            S ITE ISOLATION BYPASS VULNERABILITIES IN C HROME SINCE 2018 AND F IREFOX SINCE 2021


Browser    ID                   Description                                                                                                          Class   In Scope
  ?        CVE-2024-1671        Origin confusion in session history leaks URL of srcdoc iframe                                                        3
          CVE-2024-0748        Compromised renderer can set arbitrary document URI                                                                   1
  ?        CVE-2022-4913        Compromised renderer can access extension storage                                                                     1         H
                                                                                                                                                                #
  ?        CVE-2022-3661        Compromised renderer can message any extension content script                                                         1         H
                                                                                                                                                                #
  ?        CVE-2022-3044        No access checks for clipboard interface                                                                              1
  ?        CVE-2022-1637        Cross-origin iframe can spoof the hostname of top-frame by opening new window with javascript: URI and                3
                                target _blank
  ?        CVE-2022-0305        Hidden bug report for Service Worker                                                                                  ?          ?
  ?        CVE-2022-0294        No checks in PushMessaging interface that verify if the referenced ServiceWorker belongs to the same origin as the    1
                                renderer
  ?        CVE-2022-0292        Fenced frame can open file: URLs                                                                                      1
  ?        CVE-2022-0291        Hidden bug report for storage                                                                                         ?         ?
          #827853              Compromise renderer can inject HTTP headers                                                                           1         #
          #1770227             Compromised renderer can forge notifications                                                                          1         #
  ?        #40060671            Compromised renderer can spoof PortContext and claim to be WorkerContext of arbitrary extension                       1         H
                                                                                                                                                                #
  ?        CVE-2021-38010       URLLoader leaked to ServiceWorker, compromised renderer can read the response of redirected cross-origin requests     1         #
  ?        CVE-2021-30507       Compromised renderer can spoof X-Chrome-offline header to read arbitrary file                                         1         #
  ?        CVE-2021-21222       TOCTOU bug in GeneratedCodeCache: compromised renderer can change value after the hash computation                    2         #
  ?        CVE-2021-21175       X-Frame-Options error of cross-origin iframe is leaked to parent                                                      1
  ?        #40054801            Compromised renderer that outlives state in the browser process can bypass security checks to spoof origin            2
          #1713203             Cookies leaked to all processes                                                                                       1
  ?        CVE-2020-6435        Compromised renderer can spoof sender id to extension                                                                 1         H
                                                                                                                                                                #
  ?        CVE-2020-6385        Origin checks in BlobURLStoreImpl::Register skipped if renderer process simulates detachment                          2
  ?        CVE-2020-6380        Compromised renderer can spoof origin, message any extension                                                          1         #
                                                                                                                                                                H
  ?        CVE-2019-13763       Compromised renderer can spoof origin and leak data from PaymentManager                                               1
  ?        CVE-2019-13738       Sandboxed iframe shares execution context with initial non-sandboxed about:blank frame                                3
  ?        CVE-2019-13727       Compromised renderer can create WebSocket to arbitrary URL and leak the response headers                              1
  ?        CVE-2019-13682       Spoofing origin in protocol handler registration leads to SI bypass                                                   1
  ?        CVE-2019-5865        CORS bypass: compromised renderer can set Host header during redirect                                                 1         #
  ?        CVE-2019-5862        Compromised renderer can spoof document_url_ and register arbitrary files from victims site in AppCache               1
  ?        CVE-2019-5856        Missing browser-side checks, compromised renderer can access filesystem of other origins                              1
  ?        CVE-2019-5773        Compromised renderer can spoof origin when accessing IndexedDB                                                        1
  ?        #40093845            Compromised renderer can spoof origin and access code cache of other site                                             1
  ?        #40093844            Invalid checks on ws: URLs, compromised renderer can leak cookies                                                     2
  ?        CVE-2018-18345       BlobURLRegistry::RegisterURL access check based on renderer provided host and public_url                              1
  ?        CVE-2018-16074       BlobURLs created from different opaque origins have opaque origin but are all handled in the same process             3
  ?        CVE-2018-16073       Data URL in iframe is loaded in same process if embedding page is loaded from cache                                   3
  ?        CVE-2018-6165        Refresh during navigation triggers origin confusion                                                                   3
  ?        CVE-2018-6121        Compromised renderer can commit url of extension                                                                      1
  ?        #40092826            Cookies leaked to cross-site renderer in presence of DevTools                                                         1
  ?        #40092525            Compromised renderer can spoof origin during filesystem url creation                                                  1
 All known Site Isolation bypass vulnerabilities in Chrome and Firefox, filtered from all bugs in the Chromium bug tracker with the tag Internals>Sandbox>SiteIsolation,
 Firefox meta-bug-trackers [12]–[14], and NVD entries whose description included the term Site Isolation
   : bug is in scope of our work; H
                                  #: in scope but requires extensions as fuzzer input; #: out of scope; ?: unknown
 1: Checks missing; 2: Checks bypassed; 3: Origin confusion




                                                                                 16
                                                      A PPENDIX B
                                               G ENERATED I NPUT E XAMPLE

<html>
    <head>
        <script>
            IPCFuzzer.deactivate_renderer_checks(); IPCFuzzer.activate_leak_sanitizer();
        </script>
        <script>
            navigator.serviceWorker.register('/sw.js').then((reg) => {reg.update();}).catch((e) => {});
        </script>
        <script>
            try {
                 function check_site_violation(src, exec, token){
                     let fetch_url = new URL(src);
                     let exec_url = new URL(exec);
                     if(fetch_url.hostname != exec_url.hostname){
                         console.log('[UXSS] [exec-' + token + '] ' + fetch_url.hostname + ' ' + exec_url.hostname);
                         return true;
                     }
                     if(IPCFuzzer.check_isolation(src)){
                       console.log('[UXSS] [process-' + token + '] ' + src);
                       return true;
                     }
                     try {console.log(document.cookie);} catch {}
                     try {cookieStore.get('sanitize').then(c => console.log(c)} catch {}
                     try {console.log(localStorage.getItem('sanitize'))} catch {}
                     // ... IndexedDB, OPFS, fetch
                     return false;
                 }
            } catch {}
            // ... similar sanitizer for iframes and window objects
        </script>
    </head>
    <body>
        <script>
            async function foo() {
                 // try-catch-finally blocks around each statement omitted for clarity
                 check_site_violation('http://127.0.0.1:8080', location.origin, '1c26c410');

                IPCFuzzer.mutate_url('http://127.0.0.1:8080/input-14094_page-1.html#549d489c');
                var var0 = 'foo';
                var var1 = {fatal: window.closed, };
                var var2 = new TextDecoder(var0,var1);
                var var3 = {stream: window.closed, };
                var var4 = await var2.decode('',var3);
                var var6 = 'no-referrer-when-downgrade';
                var var7 = 'same-origin';
                var var8 = 'include';
                var var9 = 'force-cache';
                var var10 = 'follow';
                var var11 = 'auto';
                var var12 = 'half';
                var var13 = 'local';
                var var15 = '1';
                var var16 = 'token-redemption';
                var var17 = 'refresh';
                var var14 = {version: var15, operation: var16, refreshPolicy: var17, };
                var var18 = {eventSourceEligible: window.closed, triggerEligible: window.closed, };
                var var5 = {method: var0, headers: '', body: var0, referrer: var0, referrerPolicy: var6, mode: var7,
                credentials: var8, cache: var9, redirect: var10, integrity: var0, keepalive: window.closed, priority: var11,
                browsingTopics: window.closed, adAuctionHeaders: window.closed, sharedStorageWritable: window.closed,
                duplex: var12, targetAddressSpace: var13, privateToken: var14, attributionReporting: var18, };
                var var19 = new Request(var0,var5);
                var var20 = await var19.formData();
                IPCFuzzer.mutate_site_for_cookies_replace_host('http://127.0.0.2:8080/input-14094_page-2.html');
                var var21 = document.createElement('param');
                var var22 = document.createElement('object');
                document.body.appendChild(var22);
                var22.appendChild(var21);
                // ...
            }
            foo();
        </script>
    </body>
</html>

                                          Fig. 9. Example input produced by the generator




                                                                17
                         A PPENDIX C
                     A RTIFACT A PPENDIX
A. Description & Requirements
   The repository contains the source code of the fuzzer de-
scribed in the paper. It is a browser IPC fuzzer to discover site
isolation bypass vulnerabilities. The fuzzer utilizes WebIDL
definitions to generate HTML/JS inputs utilizing the browser
JS API. The browser is instrumented with Playwright to
simulate user interactions. We patched Chrome and Firefox to
add our Site Isolation bypass bug oracles and the IPC fuzzer
component that mutates IPC messages sent by the renderer
process. The patched browsers are located in other repositories
of the same GitHub organization.
   The artifact contains all the code to build and run the fuzzer,
reproducing the fuzzing campaign and the experiments (e.g.,
evaluating coverage and bug finding capabilities) of the paper.
   1) How to access: The artifacts are located at https://
github.com/si-bypass-fuzzing. The fuzzer and the repositories
holding the patched browsers are located in this GitHub
organization and linked in the README. An immutable
version of the fuzzer repository is located at https://doi.org/
10.5281/zenodo.17750615. The patches directory contains
the browser patches in diff format.
   2) Hardware dependencies: The following system require-
ments apply to building the patched browser versions required
to run the fuzzer:
   • an x86-64 machine
   • at least 16GB RAM
   • 200 GB disk space

   3) Software dependencies:
   • Ubuntu 22.04
   • Python3.12
   • git
   • Docker
   • tmuxp
   • to build the current Chrome without a Docker container,
     the Chrome build dependencies must be installed
   4) Benchmarks: None




                                                                     18
