---
type: Whitepaper
title: Comparisons and attacks on HTTP2 (Comparaisons et attaques sur HTTP2)
description: Uses active automata learning with L* to compare HTTP/2 server state machines, then guides a fuzzer through valid states before mutating messages and transitions. Tests of Apache, Nginx, H2O and Tomcat expose divergent behavior and security bugs. The slides also propose state-machine fingerprints and discuss how inconsistent stream handling could complicate intrusion detection.
resource: "https://www.sstic.org/media/SSTIC2016/SSTIC-actes/comparaisons_attaques_http2/SSTIC2016-Slides-comparaisons_attaques_http2-bossert.pdf"
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    title: Comparisons and attacks on HTTP2 (Comparaisons et attaques sur HTTP2)
    author: Georges Bossert
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---

# Comparisons and attacks on HTTP2 (English translation)

**Comparisons and attacks on HTTP2 (Comparaisons et attaques sur HTTP2)** - Georges Bossert, SSTIC.

- Title in English: Comparisons and attacks on HTTP2
- Published: date not stated
- Original: <https://www.sstic.org/media/SSTIC2016/SSTIC-actes/comparaisons_attaques_http2/SSTIC2016-Slides-comparaisons_attaques_http2-bossert.pdf>
- Preserved from: https://www.sstic.org/media/SSTIC2016/SSTIC-actes/comparaisons_attaques_http2/SSTIC2016-Slides-comparaisons_attaques_http2-bossert.pdf (live) on 2026-09-10
- 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 (translated into English)

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Comparisons and attacks on
HTTP2
Georges Bossert - June 3, 2016

@Lapeluche
Agenda

1) Brief introduction to the HTTP/2 protocol
2) Comparison of server stacks
3) Exploitation of the results

@Lapeluche
HTTP-What?

1990              1999       2009
HTTP 0.9          HTTP 1.1   SPDY 1.0

1996                         2015
           HTTP 1.0                     HTTP 2.0

@Lapeluche
                                              1990                  1999   2009
                                                                           SPDY
                                              HTTP 0.9          HTTP 1.1
                                                                            1.0

SPDY 1.0                                                 1996                     2015
                                                         HTTP 1.0                 HTTP 2.0

An improvement to HTTP proposed by Google

● Main objective: Reduce latency

In HTTP/1.1

● one HTTP request = one TCP connection (head-of-line blocking)
● the client ALWAYS initiates a data exchange
● headers are not compressed (and are sometimes unnecessary)
● the content of exchanges is not always compressed

@Lapeluche
                                              1990                  1999   2009
                                                                           SPDY
                                              HTTP 0.9          HTTP 1.1
                                                                            1.0

SPDY 1.0                                                 1996                     2015
                                                         HTTP 1.0                 HTTP 2.0

An improvement to HTTP proposed by Google

● Main objective: Reduce latency

Main features

● an unlimited number of concurrent streams over a TCP connection
● request prioritization
● header compression
● “Server Push” and “Server Hint”
● SSL Required!

@Lapeluche
                                        1990                 1999   2009
                                                                    SPDY
                                       HTTP 0.9          HTTP 1.1
                                                                     1.0

HTTP/2                                            1996                     2015
                                                  HTTP 1.0                 HTTP 2.0

Standardization of SPDY

The first draft (Nov. 2012): a copy of SPDY

Then a few differences:

● SSL NOT required!
● TLS extension: ALPN (not NPN)
● HPACK for compression (Oracle Attacks: BREACH, CRIME)
● Improved prioritization,
● (...)

@Lapeluche
HTTP/2
A binary protocol that is encrypted almost all the time

Implementation of a state machine for stream multiplexing

● A “stream” can be prioritized, reprioritized and canceled at any time
● A “stream” can have dependencies on other “streams”
● A “stream” has its own “control flow”

Headers are compressed

The server can “push” data to clients

Use of Upgrade-mode or TLS/ALPN negotiation

@Lapeluche
Some websites using HTTP/2
Google, Facebook, Twitter, Wikipedia, Yahoo, Cloudflare, Amazon.com, ...

@Lapeluche
A majority of browsers use HTTP/2
IE, Edge, Firefox, Chrome, Safari, Opera, IOS Safari, Firefox Android, ...

30/05/2016
@Lapeluche
A large number of HTTP/2-compatible servers
> 40 implementations listed at

https://github.com/http2/http2-spec/wiki/Implementations

●   Aerys,                      ●       Netty,
●   Apache Httpd,               ●       Node-http2,
●   Apache Tomcat,              ●       OpenLitespeed,
●   Deuterium,                  ●       ...
●   H2O,
●   Jetty,
●   Nginx,                       Implémentations partielles du HTTP/2
                                    ●    “Push” pas toujours disponible
                                    ●    “SSL not required” pas toujours respecté
                                                                                    @Lapeluche
HTTP/2 est complexe
●   Protocole très récent
●   Nombreux utilisateurs
●   Nombreuses implémentations
●   Nombreuses fonctionnalités
●   Mise en oeuvre de HPACK
●   Passage d’un protocole stateless à statefull
     ○   Repose sur une machine à états

@Lapeluche
HTTP/2 is complex
● Very recent protocol
● Many users
● Many implementations
● Many features
● Implementation of HPACK
● Transition from a stateless to a stateful protocol
○ Relies on a state machine

How can we help developers?
@Lapeluche
Agenda

1) Brief introduction to the HTTP/2 protocol
2) Comparison of server stacks
3) Exploitation of the results

                                             @Lapeluche
Comparaison de piles protocolaires
●   Piste 1 : Comparer les documentations
     ○   Pas toujours à jour
     ○   Pas suffisamment précises
●   Piste 2 : Comparer les codes sources
     ○   Manuellement (très lent) ou Automatiquement (très complexe)
     ○   Pas toujours facile d’accéder au code source
●   Piste 3 : Collecter puis analyser des traces d’exécutions
     ○   Difficulté de mener une comparaison reproductible
     ○   Complétude de la comparaison limitée au contenu des traces
●   Piste 4 : Inférer l’automate en stimulant l’implémentation
     ○   L’implémentation doit être instrumentable
     ○   La machine à états doit être représentable par un IO-Automata

@Lapeluche
Comparison of protocol stacks
ACTIVE inference of an implementation's automaton via LSTAR (L*)

1) Initialize an observation table
2) Fill the observation table
● Construct a sequence of messages and send it to the implementation
● Store the responses in the observation table
● Reset the implementation
3) Transform the observation table into an automaton
4) Compare the automaton with that of the implementation
● Generate random sequences accepted by the automaton
● If an error is found, correct the observation table and return to 2)
5) The inferred automaton is equivalent to that of the implementation

@Lapeluche
Comparison of protocol stacks
ACTIVE inference of an implementation's automaton via LSTAR (L*)

● Creation of an open-source implementation in python: pylstar

start / stop
send
serveur_x.dot pylstar Wrapper.py Server X
receive

Vocabulaire.py
GDB Valgrind Pin
@Lapeluche
Comparison of protocol stacks
The HTTP/2 servers compared

Name Info Selected version

Apache “mod_http2” module (experimental) 2.4.20 (latest)
+ nghttp2 1.10.0 (latest)

Nginx http2 not available in stable 1.9.15 (mainline)

H2o latest stable (2.0.0 under development) 1.7.1 (latest release)

Tomcat 9                                                                       9.0.0.M4 (latest)

Versions identified on April 25, 2016
https://github.com/gbossert/http2_compare
● All source code
● All build parameters
● All configurations
@Lapeluche
Comparison of protocol stacks
Construction of the input vocabulary (vocabulaire.py)

● Read the HTTP/2 specifications
● Identify edge cases
○ Negation of MUST, SHOULD, MAY
● Represent messages with Netzob

@Lapeluche
Comparison of protocol stacks
Construction of the input vocabulary (vocabulaire.py)

● 24 input messages
● 34 output messages

@Lapeluche
Example result

@Lapeluche
Example result
Final state Streams Processing

Initial state

@Lapeluche
Agenda

1) Brief introduction to the HTTP/2 protocol
2) Comparison of server stacks
3) Exploitation of the results

@Lapeluche
Attacks
With knowledge of the automata, we can

● create a smart-fuzzer

If the automata are not strictly equivalent, we can

● create a fingerprinting tool
● create IDS evasion rules

@Lapeluche
Intelligent fuzzer
Implementation of an HTTP/2 smart-fuzzer

● Phase 1: Positioning within the automaton
○ Random traversal of the automaton
○ Respect for the vocabulary and grammar
○ Random depth and Reset

@Lapeluche
Intelligent fuzzer
Implementation of an HTTP/2 smart-fuzzer

●   Phase 1 : Positionnement dans l’automate
     ○   Parcours aléatoire de l’automate
          ○ Respect du vocabulaire et de la grammaire
          ○ Profondeur et Reset aléatoire
●   Phase 2 : Fuzzing Grammatical + Vocabulaire
     ● Fuzzing Grammatical
          ○   Choix aléatoire du prochain état
          ○   Choix du message parmi les messages acceptés par les transitions menant à cet
              état
    ●    Fuzzing Vocabulaire
          ○   Modification du type et de la valeur des champs
          ○   Modification des contraintes sur les champs, ...                            @Lapeluche
Fuzzer intelligent
Nécessite du CPU, beaucoup de CPU…

● It runs in the background on my server @home

Several bugs found

● two security bugs identified in h2o
● nginx and apache crashes not yet characterized

TODO

● improve exploitation of the bugs
● use a cloud (AWS, Azure, …)
● implement a feedback loop
@Lapeluche
HTTP2 fingerprinting
Web server fingerprinting relies

● on the banner
● on the value of certain fields

Proposal: use the automaton as a fingerprint

● Identify differences between the automata
● Use probabilities

@Lapeluche
             Connection_preface

WTF (1) !                                          Settings_small_max_header_list_size
                                                   Settings_small_max_header_list_size
                Settings_small_max_header_list_size, Window_update_size_inc_stream_0

Settings_initial_header_table_size
●   Nginx
●   H2o                                           Empty_settings_ack, Windows_update
                                                                   Empty_settings_ack
●   Tomcat
                                                                   Empty_settings_ack
             Empty_settings
                                                                   Empty_settings_ack
                                                                   Empty_settings_ack
                                                                   Empty_settings_ack
             Settings_invalid_name
                                                                   Empty_settings_ack
                                                                   Empty_settings_ack
                                                                   Empty_settings_ack
             Priority_stream_2_average_weight_dp_stream_0

@Lapeluche
IDS evasion
The theory

● If WEB servers behave differently, it is difficult for the IDS to track the streams.

In practice

● HTTP/2 is not yet supported by the main IDSs
● BUT, it is likely to be complicated for IDS developers!

@Lapeluche
             Connection_preface

WTF (2) !                                          Settings_small_max_header_list_size
                                                   Settings_small_max_header_list_size
                Settings_small_max_header_list_size, Window_update_size_inc_stream_0

Settings_large_header_table_size
●   Nginx
●   H2o                                          Empty_settings_ack, Windows_update
                                                                  Empty_settings_ack
●   Tomcat
                                                                  Empty_settings_ack
             Priority_stream_1_maximal_weight_depends_stream_1
                                                                      Empty_symbol
                                                                          GO-AWAY
                                                          Rst_stream_1_protocol_error
             Empty_settings_unknown_stream

Empty_settings_ack
             Ping
                                                                        TCP_CLOSED
                                                                        TCP_CLOSED
                                                                            Ping_ack
                                                                                         @Lapeluche
             Connection_preface

WTF (n) !                                          Settings_small_max_header_list_size
                                                   Settings_small_max_header_list_size
                Settings_small_max_header_list_size, Window_update_size_inc_stream_0

Windows_update_size_inc_average_stream_0
●   Nginx
●   H2o
●   Tomcat

Settings_disable_push

Empty_settings_ack
                                                                   Empty_settings_ack
             Ping_stream_1

Go_away_protocol_error
                                                                           Ping_ack
             Settings_minimal_max_header_list_size
                                                                        TCP_CLOSED

Empty_settings_ack
                                                                                         @Lapeluche
              Connection_preface

WTF (n+1) !                                         Settings_small_max_header_list_size
                                                    Settings_small_max_header_list_size
                 Settings_small_max_header_list_size, Window_update_size_inc_stream_0

Windows_update_size_inc_0_stream_0
●   Nginx
●   H2o
                                                               Go_away_protocol_error
●   Tomcat
                                                                      Empty_symbol
              Ping

Ping_ack
              Settings_normal_initial_window_size
                                                                         TCP_CLOSED
                                                                         TCP_CLOSED
                                                                    Empty_settings_ack
              Headers_stream_3_end_stream_end_header_big_get_huffman

Data (content of the web page)
@Lapeluche
Conclusion
RFCs do not allow a protocol's automaton to be formally defined
● a few initiatives (see Cosmogol by S. Bortzmeyer)

The tools presented here are available under the GPLv3 license:

https://github.com/gbossert/pylstar

https://github.com/netzob/netzob

https://github.com/gbossert/http2_compare

Feel free to come and discuss your use cases (and your questions)

@Lapeluche
                                          1990                  1999   2009
                                                                       SPDY
                                          HTTP 0.9          HTTP 1.1
                                                                        1.0

HTTP 0.9                                             1996                     2015
                                                     HTTP 1.0                 HTTP 2.0

First “documented” version

● Only one method available: GET
● No concept of headers or metadata
● Only one file type: text/plain
● RFC 7230: “The expectation to support HTTP/0.9 requests has been removed”

@Lapeluche
                                             1990                  1999   2009
                                                                          SPDY
                                             HTTP 0.9          HTTP 1.1
                                                                           1.0

HTTP 1.0                                                1996                       2015
                                                        HTTP 1.0                 HTTP 2.0

First standardized version (RFC 1945)

● Welcome to data transfer (POST method)
● Concept of MIME types: ability to transport several file types
● Solution for cache and congestion management
● Authentication: BASIC and DIGEST methods
● (...)

@Lapeluche
                                           1990                  1999   2009
                                                                        SPDY
                                           HTTP 0.9          HTTP 1.1
                                                                         1.0

HTTP 1.1                                              1996                     2015
                                                      HTTP 1.0                 HTTP 2.0

Modernization of HTTP

● Enables virtual hosting (Virtual-hosting)
● OPTION method + UPGRADE header
● TCP connections are persistent by default
● Pipelining
● Cache ++ (Cache-Control, age, max-age, …)
● (...)

@Lapeluche
