A curated list of fuzzing resources ( Books, courses - free and paid, videos, tools, tutorials and vulnerable applications to practice on ) for learning Fuzzing and initial phases of Exploit Development like root cause analysis.
- Books
- Courses
- Videos
- Tutorials and Blogs
- Tools
- Vulnerable Applications
- Anti-Fuzzing
- Directed-Fuzzing
- Contributing
Books on fuzzing
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Fuzzing: Brute Force Vulnerability Discovery by Michael Sutton, Adam Greene, Pedram Amini.
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Fuzzing for Software Security Testing and Quality Assurance by Ari Takanen, Charles Miller, Jared D Demott and Atte Kettunen.
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Open Source Fuzzing Tools by by Gadi Evron and Noam Rathaus.
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Gray Hat Python by Justin Seitz.
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The Fuzzing Book by Andreas Zeller, Rahul Gopinath, Marcel Böhme, Gordon Fraser, and Christian Holler.
Note: Chapter(s) in the following books are dedicated to fuzzing.
- The Shellcoder's Handbook: Discovering and Exploiting Security Holes ( Chapter 15 ) by Chris Anley, Dave Aitel, David Litchfield and others.
- iOS Hacker's Handbook - Chapter 1 Charles Miller, Dino DaiZovi, Dion Blazakis, Ralf-Philip Weinmann, and Stefan Esser.
Courses/Training videos on fuzzing
NYU Poly ( see videos for more ) - Made available freely by Dan Guido.
Samclass.info ( check projects section and chapter 17 ) - by Sam.
Modern Binary Exploitation ( RPISEC ) - Chapter 15 - by RPISEC.
Offensive Computer Security - Week 6 - by W. Owen Redwood and Prof. Xiuwen Liu.
Offensive Security, Cracking The Perimeter ( CTP ) and Advanced Windows Exploitation ( AWE )
SANS 660/760 Advanced Exploit Development for Penetration Testers
Exodus Intelligence - Vulnerability development master class
Ada Logics - Applied Source Code Fuzzing
FuzzingLabs Academy (C/C++, Rust, Go fuzzing)
Signal Labs - Vulnerability Research & Fuzzing
Videos talking about fuzzing techniques, tools and best practices
Fuzzing 101 (Part 1) - by Mike Zusman.
Fuzzing 101 (Part 2) - by Mike Zusman.
Fuzzing 101 (2009) - by Mike Zusman.
Fuzzing - Software Security Course on Coursera - by University of Maryland.
Attacking Antivirus Software's Kernel Driver
Fuzzing the Windows Kernel - OffensiveCon 2020
Youtube Playlist of various fuzzing talks and presentations - Lots of good content in these videos.
Browser bug hunting - Memoirs of a last man standing - by Atte Kettunen
Coverage-based Greybox Fuzzing as Markov Chain
DerbyCon 2016: Fuzzing basics...or how to break software
Fuzz Theory - by Brandon Falk
Tutorials and blogs which explain methodology, techniques and best practices of fuzzing
ARMored CoreSight: Towards Efficient Binary-only Fuzzing
Fuzzing Microsoft's RDP Client using Virtual Channels: Overview & Methodology
Fuzzing Closed Source PDF Viewers
Fuzzing Image Parsing in Windows, Part One: Color Profiles
Fuzzing Image Parsing in Windows, Part Two: Uninitialized Memory
Fuzzing Image Parsing in Windows, Part Three: RAW and HEIF
Effective File Format Fuzzing - Mateusz “j00ru” Jurczyk @ Black Hat Europe 2016, London
A year of Windows kernel font fuzzing Part-1 the results - Amazing article by Google's Project Zero, describing what it takes to do fuzzing and create fuzzers.
A year of Windows kernel font fuzzing Part-2 the techniques - Amazing article by Google's Project Zero, describing what it takes to do fuzzing and create fuzzers.
Interesting bugs and resources at fuzzing project - by fuzzing-project.org.
Fuzzing workflows; a fuzz job from start to finish - by @BrandonPrry.
A gentle introduction to fuzzing C++ code with AFL and libFuzzer - by Jeff Trull.
A 15 minute introduction to fuzzing - by folks at MWR Security.
Note: Folks at fuzzing.info has done a great job of collecting some awesome links, I'm not going to duplicate their work. I will add papers missed by them and from 2015 and 2016. Fuzzing Papers - by fuzzing.info
Fuzzing Blogs and Books - by fuzzing.info
Root Cause Analysis of the Crash during Fuzzing - by Corelan Team.
Root cause analysis of integer flow - by Corelan Team.
Creating custom peach fuzzer publishers - by Open Security Research
7 Things to Consider Before Fuzzing a Large Open Source Project - by Emily Ratliff.
From fuzzing to 0-day - by Harold Rodriguez(@superkojiman).
From crash to exploit - by Corelan Team.
Fuzzing with Peach Part 1 - by Jason Kratzer of corelan team
Fuzzing with Peach Part 2 - by Jason Kratzer of corelan team.
Auto generation of Peach pit files/fuzzers - by Frédéric Guihéry, Georges Bossert.
Creating a fuzzing harness for FoxitReader 9.7 ConvertToPDF Function
50 CVEs in 50 Days: Fuzzing Adobe Reader
Fuzzing sockets, part 1: FTP servers
Fuzzing software: common challenges and potential solutions (Part 1)
Fuzzing software: advanced tricks (Part 2)
Fuzzing workflows; a fuzz job from start to finish - by @BrandonPrry.
Fuzzing capstone using AFL persistent mode - by @toasted_flakes
RAM disks and saving your SSD from AFL Fuzzing
Bug Hunting with American Fuzzy Lop
Advanced usage of American Fuzzy Lop with real world examples
Segfaulting Python with afl-fuzz
Fuzzing With AFL-Fuzz, a Practical Example ( AFL vs Binutils )
The Importance of Fuzzing...Emulators?
How Heartbleed could've been found
Filesystem Fuzzing with American Fuzzy lop
Fuzzing Perl/XS modules with AFL
How to fuzz a server with American Fuzzy Lop - by Jonathan Foote
Fuzzing with AFL Workshop - a set of challenges on real vulnerabilities
Hunting for bugs in VirtualBox (First Take)
libFuzzer Workshop: "Modern fuzzing of C/C++ Projects"
Double-Free RCE in VLC. A honggfuzz how-to
Fuzzing with Spike to find overflows
Fuzzing with Spike - by samclass.info
Fuzzing with FOE - by Samclass.info
Z3 - A guide - Getting Started with Z3: A Guide
Building A Feedback Fuzzer - by @fady_othman
Tools which helps in fuzzing applications
Fuzzers which help fuzzing in cloud environments.
Cloudfuzzer - Cloud fuzzing framework which makes it possible to easily run automated fuzz-testing in cloud environments.
ClusterFuzzer - ClusterFuzzer, scalable open source fuzzing infrastructure. It is used by Google for fuzzing Chrome Browser.
Fuzzit - Fuzzit, Continuous fuzzing as a service platform. Free for open source. used by various open-source projects (systemd, radare2) and close-source projects. To join oss program drop a line at oss@fuzzit.dev
Fuzzers which helps in fuzzing file formats like pdf, mp3, swf etc.,
pe-afl combines static binary instrumentation on PE binary and WinAFL
MiniFuzz - Wayback Machine link - Basic file format fuzzing tool by Microsoft. (No longer available on Microsoft website).
BFF from CERT - Basic Fuzzing Framework for file formats.
AFL Fuzzer (Linux only) - American Fuzzy Lop Fuzzer by Michal Zalewski aka lcamtuf
Win AFL - A fork of AFL for fuzzing Windows binaries
Shellphish Fuzzer - A Python interface to AFL, allowing for easy injection of testcases and other functionality.
TriforceAFL - A modified version of AFL that supports fuzzing for applications whose source code not available.
AFLGo - Directed Greybox Fuzzing with AFL, to fuzz targeted locations of a program.
Peach Fuzzer - Framework which helps to create custom dumb and smart fuzzers.
MozPeach - A fork of peach 2.7 by Mozilla Security.
Failure Observation Engine (FOE) - mutational file-based fuzz testing tool for windows applications.
rmadair - mutation based file fuzzer that uses PyDBG to monitor for signals of interest.
honggfuzz - A general-purpose, easy-to-use fuzzer with interesting analysis options. Supports feedback-driven fuzzing based on code coverage. Supports GNU/Linux, FreeBSD, Mac OSX and Android.
zzuf - A transparent application input fuzzer. It works by intercepting file operations and changing random bits in the program's input.
radamsa - A general purpose fuzzer and test case generator.
binspector - A binary format analysis and fuzzing tool
grammarinator - Fuzzing tool for file formats based on ANTLR v4 grammars (lots of grammars already available from the ANTLR project).
Sloth - Sloth 🦥 is a coverage guided fuzzing framework for fuzzing Android Native libraries that makes use of libFuzzer and QEMU user-mode emulation.
ManuFuzzer - Binary code-coverage fuzzer for macOS, based on libFuzzer and LLVM.
Fuzzers which helps in fuzzing applications which use network based protocals like HTTP, SSH, SMTP etc.,
Peach Fuzzer - Framework which helps to create custom dumb and smart fuzzers.
Sulley - A fuzzer development and fuzz testing framework consisting of multiple extensible components by Pedram Amini.
boofuzz - A fork and successor of Sulley framework.
Spike - A fuzzer development framework like sulley, a predecessor of sulley.
Metasploit Framework - A framework which contains some fuzzing capabilities via Auxiliary modules.
Nightmare - A distributed fuzzing testing suite with web administration, supports fuzzing using network protocols.
rage_fuzzer - A dumb protocol-unaware packet fuzzer/replayer.
Fuzzotron - A simple network fuzzer supporting TCP, UDP and multithreading.
Mutiny - The Mutiny Fuzzing Framework is a network fuzzer that operates by replaying PCAPs through a mutational fuzzer.
Fuzzing For Worms - A fuzzing framework for network servers.
AFL (w/ networking patch) - An unofficial american fuzzy lop capable of network fuzzing.
AFLNet - A Greybox Fuzzer for Network Protocols (an extention of AFL).
Pulsar - Protocol Learning, Simulation and Stateful Fuzzer.
BFuzz - An input based, browser fuzzing framework. Fuzzinator - Fuzzinator Random Testing Framework Grizzly - A cross-platform browser fuzzing framework
Other notable fuzzers like Kernel Fuzzers, general purpose fuzzer etc.,
Choronzon - An evolutionary knowledge-based fuzzer
QuickFuzz - A tool written in Haskell designed for testing un-expected inputs of common file formats on third-party software, taking advantage of off-the-shelf, well known fuzzers.
gramfuzz - A grammar-based fuzzer that lets one define complex grammars to model text and binary data formats
KernelFuzzer - Cross Platform Kernel Fuzzer Framework.
honggfuzz - A general-purpose, easy-to-use fuzzer with interesting analysis options.
Hodor Fuzzer - Yet Another general purpose fuzzer.
libFuzzer - In-process, coverage-guided, evolutionary fuzzing engine for targets written in C/C++.
syzkaller - Distributed, unsupervised, coverage-guided Linux syscall fuzzer.
ansvif - An advanced cross platform fuzzing framework designed to find vulnerabilities in C/C++ code.
Tribble - Easy-to-use, coverage-guided JVM fuzzing framework.
go-fuzz - Coverage-guided testing of go packages.
FExM - Automated Large-Scale Fuzzing Framework
Jazzer - A coverage-guided, in-process fuzzer for the Java Virtual Machine based on libFuzzer.
cifuzz - A command line tool for executing coverage-guided fuzz tests in multiple languages and targets.
WebGL Fuzzer - WebGL Fuzzer
fast-check - A fuzzer tool written in TypeScript and designed to run un-expected inputs against JavaScript code.
How user input affects the execution
PANDA ( Platform for Architecture-Neutral Dynamic Analysis )
QIRA (QEMU Interactive Runtime Analyser)
kfetch-toolkit - Tool to perform advanced logging of memory references performed by operating systems’ kernels
moflow - A software security framework containing tools for vulnerability, discovery, and triage.
Z3 - A theorem prover from Microsoft Research.
SMT-LIB - An international initiative aimed at facilitating research and development in Satisfiability Modulo Theories (SMT)
Symbolic execution with KLEE: From installation and introduction to bug-finding in open source software - A set of four instructional videos introducing KLEE, starting with how to get started with KLEE and ending with a demo that finds memory corruption bugs in real code.
I haven't included some of the legends like AxMan, please refer the following link for more information. https://www.ee.oulu.fi/research/ouspg/Fuzzers
Tools of the trade for exploit developers, reverse engineers
Windbg - The preferred debugger by exploit writers.
Immunity Debugger - Immunity Debugger by Immunity Sec.
OllyDbg - The debugger of choice by reverse engineers and exploit writers alike.
Mona.py ( Plugin for windbg and Immunity dbg ) - Awesome tools that makes life easy for exploit developers.
x64dbg - An open-source x64/x32 debugger for windows.
Evan's Debugger (EDB) - Front end for gdb.
GDB - Gnu Debugger - The favorite linux debugger.
PEDA - Python Exploit Development Assistance for GDB.
Radare2 - Framework for reverse-engineering and analyzing binaries.
Dissemblers, disassembly frameworks etc.,
IDA Pro - The best disassembler
binnavi - Binary analysis IDE, annotates control flow graphs and call graphs of disassembled code.
Capstone - Capstone is a lightweight multi-platform, multi-architecture disassembly framework.
ltrace - Intercepts library calls
strace - Intercepts system calls
Exploit-DB - https://www.exploit-db.com (search and pick the exploits, which have respective apps available for download, reproduce the exploit by using fuzzer of your choice)
PacketStorm - https://packetstormsecurity.com/files/tags/exploit/
Fuzzgoat - Vulnerable C program for testing fuzzers.
vulnserver - A vulnerable server for testing fuzzers.
https://files.fuzzing-project.org/
MS Office file format documentation
Fuzzer Test Suite - Set of tests for fuzzing engines. Includes different well-known bugs such as Heartbleed, c-ares $100K bug and others.
Fuzzing Corpus - A corpus, including various file formats for fuzzing multiple targets in the fuzzing literature.
Introduction to Anti-Fuzzing: A Defence In-Depth Aid
Fuzzification: Anti-Fuzzing Techniques
AntiFuzz: Impeding Fuzzing Audits of Binary Executables
Awesome Directed Fuzzing: A curated list of awesome directed fuzzing research papers.
Please refer the guidelines at contributing.md for details.
Thanks to the following folks who made contributions to this project.
