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Fuzzing

The "Awesome Fuzzing" project is a curated collection of resources focused on fuzz testing, an automated software testing technique that involves feeding pseudo-randomly generated input data to applications to discover vulnerabilities and bugs. This list encompasses various tools, libraries, frameworks, and tutorials that facilitate the implementation of fuzzing in software development. It is beneficial for security researchers, developers, and quality assurance professionals looking to enhance their testing strategies and improve software security. Users can explore a wealth of information and tools to effectively integrate fuzzing into their testing processes and uncover hidden issues in their applications.

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Table of Contents

15 sections · 324 projects

Books

7 projects
Fuzzing Against the Machine: Automate vulnerability research with emulated IoT devices on QEMU
a.co
Fuzzing-101
Fuzzing-101
3,8232 months ago
The Fuzzing Book
fuzzingbook.org
The Art, Science, and Engineering of Fuzzing: A Survey
ieeexplore.ieee.org
Fuzzing for Software Security Testing and Quality Assurance, 2nd Edition
amazon.com
Fuzzing: Brute Force Vulnerability Discovery, 1st Edition
amazon.com
Open Source Fuzzing Tools, 1st Edition
amazon.com

Talks

4 projects
Fuzzing Labs - Patrick Ventuzelo
youtube.com
Effective File Format Fuzzing
youtu.be
Adventures in Fuzzing
youtube.com
Fuzzing with AFL
youtube.com

Network and Distributed System Security Symposium (NDSS)

46 projects
Automatic Library Fuzzing through API Relation Evolvement, 2025
ndss-symposium.org
Blackbox Fuzzing of Distributed Systems with Multi-Dimensional Inputs and Symmetry-Based Feedback Pruning, 2025
ndss-symposium.org
DUMPLING: Fine-grained Differential JavaScript Engine Fuzzing, 2025
ndss-symposium.org
FUZZUER: Enabling Fuzzing of UEFI Interfaces on EDK-2, 2025
ndss-symposium.org
ICSQuartz: Scan Cycle-Aware and Vendor-Agnostic Fuzzing for Industrial Control Systems, 2025
ndss-symposium.org
MALintent: Coverage Guided Intent Fuzzing Framework for Android, 2025
ndss-symposium.org
Moneta: Ex-Vivo GPU Driver Fuzzing by Recalling In-Vivo Execution States, 2025
ndss-symposium.org
MSan: Efficiently Detecting Uninitialized Memory Errors During Fuzzing, 2025
ndss-symposium.org
Truman: Constructing Device Behavior Models from OS Drivers to Fuzz Virtual Devices, 2025
ndss-symposium.org
TWINFUZZ: Differential Testing of Video Hardware Acceleration Stacks, 2025
ndss-symposium.org
DeepGo: Predictive Directed Greybox Fuzzing, 2024
ndss-symposium.org
EnclaveFuzz: Finding Vulnerabilities in SGX Applications, 2024
ndss-symposium.org
Large Language Model guided Protocol Fuzzing, 2024
ndss-symposium.org
MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency, 2024
ndss-symposium.org
Predictive Context-sensitive Fuzzing, 2024
ndss-symposium.org
ReqsMiner: Automated Discovery of CDN Forwarding Request Inconsistencies and DoS Attacks with Grammar-based Fuzzing, 2024
ndss-symposium.org
ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection, 2024
ndss-symposium.org
DARWIN: Survival of the Fittest Fuzzing Mutators, 2023
ndss-symposium.org
FUZZILLI: Fuzzing for JavaScript JIT Compiler Vulnerabilities, 2023
ndss-symposium.org
LOKI: State-Aware Fuzzing Framework for the Implementation of Blockchain Consensus Protocols, 2023
ndss-symposium.org
No Grammar, No Problem: Towards Fuzzing the Linux Kernel without System-Call Description, 2023
ndss-symposium.org
Semantic-Informed Driver Fuzzing Without Both the Hardware Devices and the Emulators, 2022
ndss-symposium.org
MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing, 2022
ndss-symposium.org
Context-Sensitive and Directional Concurrency Fuzzing for Data-Race Detection, 2022
ndss-symposium.org
EMS: History-Driven Mutation for Coverage-based Fuzzing, 2022
ndss-symposium.org
WINNIE : Fuzzing Windows Applications with Harness Synthesis and Fast Cloning, 2021
taesoo.kim
Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing, 2021
cs.ucr.edu
PGFUZZ: Policy-Guided Fuzzing for Robotic Vehicles, 2021
beerkay.github.io
Favocado: Fuzzing Binding Code of JavaScript Engines Using Semantically Correct Test Cases, 2021
ndss-symposium.org
HFL: Hybrid Fuzzing on the Linux Kernel, 2020
unexploitable.systems
HotFuzz: Discovering Algorithmic Denial-of-Service Vulnerabilities Through Guided Micro-Fuzzing, 2020
researchgate.net
HYPER-CUBE: High-Dimensional Hypervisor Fuzzing, 2020
syssec.ruhr-uni-bochum.de
Not All Coverage Measurements Are Equal: Fuzzing by Coverage Accounting for Input Prioritization, 2020
ndss-symposium.org
CodeAlchemist: Semantics-Aware Code Generation to Find Vulnerabilities in JavaScript Engines, 2019
daramg.gift
PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary, 2019
people.cs.kuleuven.be
REDQUEEN: Fuzzing with Input-to-State Correspondence, 2019
syssec.ruhr-uni-bochum.de
Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing, 2019
cs.ucr.edu
Life after Speech Recognition: Fuzzing Semantic Misinterpretation for Voice Assistant Applications, 2019
ndss-symposium.org
INSTRIM: Lightweight Instrumentation for Coverage-guided Fuzzing, 2018
ndss-symposium.org
IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing, 2018
wp.internetsociety.org
What You Corrupt Is Not What You Crash: Challenges in Fuzzing Embedded Devices, 2018
s3.eurecom.fr
Enhancing Memory Error Detection for Large-Scale Applications and Fuzz Testing, 2018
lifeasageek.github.io
Vuzzer: Application-aware evolutionary fuzzing, 2017
ndss-symposium.org
DELTA: A Security Assessment Framework for Software-Defined Networks, 2017
ndss-symposium.org
Driller: Augmenting Fuzzing Through Selective Symbolic Execution, 2016
cancer.shtech.org
Automated Whitebox Fuzz Testing, 2008
ndss-symposium.org

IEEE Symposium on Security and Privacy (IEEE S&P)

56 projects
CHIMERA: Fuzzing P4 Network Infrastructure for Multi-Plane Bug Detection and Vulnerability Discovery, 2025
computer.org
FirmRCA: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-based Fault Localization, 2025
computer.org
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models, 2025
computer.org
HouseFuzz: Service-Aware Grey-Box Fuzzing for Vulnerability Detection in Linux-Based Firmware, 2025
computer.org
Predator: Directed Web Application Fuzzing for Efficient Vulnerability Validation, 2025
computer.org
RGFuzz: Rule-Guided Fuzzer for WebAssembly Runtimes, 2025
computer.org
Stateful Analysis and Fuzzing of Commercial Baseband Firmware, 2025
computer.org
AFGen: Whole-Function Fuzzing for Applications and Libraries, 2024
computer.org
Chronos: Finding Timeout Bugs in Practical Distributed Systems by Deep-Priority Fuzzing with Transient Delay, 2024
computer.org
DY Fuzzing: Formal Dolev-Yao Models Meet Cryptographic Protocol Fuzz Testing, 2024
computer.org
Everything is Good for Something: Counterexample-Guided Directed Fuzzing via Likely Invariant Inference, 2024
computer.org
LABRADOR: Response Guided Directed Fuzzing for Black-box IoT Devices, 2024
computer.org
LLMIF: Augmented Large Language Model for Fuzzing IoT Devices, 2024
computer.org
Predecessor-aware Directed Greybox Fuzzing, 2024
computer.org
SATURN: Host-Gadget Synergistic USB Driver Fuzzing, 2024
computer.org
SoK: Prudent Evaluation Practices for Fuzzing, 2024
computer.org
SyzGen++: Dependency Inference for Augmenting Kernel Driver Fuzzing, 2024
computer.org
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices, 2024
computer.org
Titan: Efficient Multi-target Directed Greybox Fuzzing, 2024
computer.org
To Boldly Go Where No Fuzzer Has Gone Before: Finding Bugs in Linux' Wireless Stacks through VirtIO Devices, 2024
computer.org
Towards Smart Contract Fuzzing on GPU, 2024
computer.org
TEEzz: Fuzzing Trusted Applications on COTS Android Devices, 2023
hexhive.epfl.ch
SEGFUZZ: Segmentizing Thread Interleaving to Discover Kernel Concurrency Bugs through Fuzzing, 2023
lifeasageek.github.io
RSFuzzer: Discovering Deep SMI Handler Vulnerabilities in UEFI Firmware with Hybrid Fuzzing, 2023
computer.org
Toss a Fault to Your Witcher: Applying Grey-box Coverage-Guided Mutational Fuzzing to Detect SQL and Command Injection Vulnerabilities, 2023
computer.org
UTOPIA: Automatic Generation of Fuzz Driver using Unit Tests, 2023
computer.org
SelectFuzz: Efficient Directed Fuzzing with Selective Path Exploration, 2023
computer.org
Finding Specification Blind Spots via Fuzz Testing, 2023
computer.org
ODDFUZZ: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing, 2023
computer.org
VIDEZZO: Dependency-aware Virtual Device Fuzzing, 2023
computer.org
DEVFUZZ: Automatic Device Model-Guided Device Driver Fuzzing, 2023
computer.org
PATA: Fuzzing with Path Aware Taint Analysis, 2022
wingtecher.com
Jigsaw: Efficient and Scalable Path Constraints Fuzzing, 2022
cs.ucr.edu
FuzzUSB: Hybrid Stateful Fuzzing of USB Gadget Stacks, 2022
FuzzUSB: Hybrid Stateful Fuzzing of USB Gadget Stacks, 2022

A hybrid stateful fuzzing framework for USB gadget stacks in the Linux kernel.

C374 years ago
Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis, 2022
arxiv.org
BEACON : Directed Grey-Box Fuzzing with Provable Path Pruning, 2022
qingkaishi.github.io
STOCHFUZZ: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting, 2021
cs.purdue.edu
One Engine to Fuzz 'em All: Generic Language Processor Testing with Semantic Validation, 2021
huhong789.github.io
NTFUZZ: Enabling Type-Aware Kernel Fuzzing on Windows with Static Binary Analysis, 2021
softsec.kaist.ac.kr
DIFUZZRTL: Differential Fuzz Testing to Find CPU Bugs, 2021
lifeasageek.github.io
DIANE: Identifying Fuzzing Triggers in Apps to Generate Under-constrained Inputs for IoT Devices, 2021
conand.me
Fuzzing JavaScript Engines with Aspect-preserving Mutation, 2020
jakkdu.github.io
IJON: Exploring Deep State Spaces via Fuzzing, 2020
syssec.ruhr-uni-bochum.de
Krace: Data Race Fuzzing for Kernel File Systems, 2020
cc.gatech.edu
Pangolin:Incremental Hybrid Fuzzing with Polyhedral Path Abstraction, 2020
qingkaishi.github.io
RetroWrite: Statically Instrumenting COTS Binaries for Fuzzing and Sanitization, 2020
semanticscholar.org
Full-speed Fuzzing: Reducing Fuzzing Overhead through Coverage-guided Tracing, 2019
computer.org
Fuzzing File Systems via Two-Dimensional Input Space Exploration, 2019
computer.org
NEUZZ: Efficient Fuzzing with Neural Program Smoothing, 2019
computer.org
Razzer: Finding Kernel Race Bugs through Fuzzing, 2019
computer.org
Angora: Efficient Fuzzing by Principled Search, 2018
web.cs.ucdavis.edu
CollAFL: Path Sensitive Fuzzing, 2018
chao.100871.net
T-Fuzz: fuzzing by program transformation, 2018
nebelwelt.net
Skyfire: Data-Driven Seed Generation for Fuzzing, 2017
ieee-security.org
Program-Adaptive Mutational Fuzzing, 2015
softsec.kaist.ac.kr
TaintScope: A checksum-aware directed fuzzing tool for automatic software vulnerability detection, 2010
ieeexplore.ieee.org

USENIX Security

86 projects
AidFuzzer: Adaptive Interrupt-Driven Firmware Fuzzing via Run-Time State Recognition, 2025
usenix.org
ChainFuzz: Exploiting Upstream Vulnerabilities in Open-Source Supply Chains, 2025
usenix.org
CoreCrisis: Threat-Guided and Context-Aware Iterative Learning and Fuzzing of 5G Core Networks, 2025
usenix.org
Effective Directed Fuzzing with Hierarchical Scheduling for Web Vulnerability Detection, 2025
usenix.org
Encarsia: Evaluating CPU Fuzzers via Automatic Bug Injection, 2025
usenix.org
From Alarms to Real Bugs: Multi-target Multi-step Directed Greybox Fuzzing for Static Analysis Result Verification, 2025
usenix.org
Fuzzing the PHP Interpreter via Dataflow Fusion, 2025
usenix.org
GenHuzz: An Efficient Generative Hardware Fuzzer, 2025
usenix.org
Lost in Translation: Enabling Confused Deputy Attacks on EDA Software with TransFuzz, 2025
usenix.org
Low-Cost and Comprehensive Non-textual Input Fuzzing with LLM-Synthesized Input Generators, 2025
usenix.org
MBFuzzer: A Multi-Party Protocol Fuzzer for MQTT Brokers, 2025
usenix.org
PAPILLON: Efficient and Stealthy Fuzz Testing-Powered Jailbreaks for LLMs, 2025
usenix.org
Robust, Efficient, and Widely Available Greybox Fuzzing for COTS Binaries with System Call Pattern Feedback, 2025
usenix.org
Waltzz: WebAssembly Runtime Fuzzing with Stack-Invariant Transformation, 2025
usenix.org
Atropos: Effective Fuzzing of Web Applications for Server-Side Vulnerabilities, 2024
usenix.org
Cascade: CPU Fuzzing via Intricate Program Generation, 2024
usenix.org
Critical Code Guided Directed Greybox Fuzzing for Commits, 2024
usenix.org
EL3XIR: Fuzzing COTS Secure Monitors, 2024
usenix.org
Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing, 2024
usenix.org
HYPERPILL: Fuzzing for Hypervisor-bugs by Leveraging the Hardware Virtualization Interface, 2024
usenix.org
MultiFuzz: A Multi-Stream Fuzzer For Testing Monolithic Firmware, 2024
usenix.org
ResolverFuzz: Automated Discovery of DNS Resolver Vulnerabilities with Query-Response Fuzzing, 2024
usenix.org
SDFuzz: Target States Driven Directed Fuzzing, 2024
usenix.org
SHiFT: Semi-hosted Fuzz Testing for Embedded Applications, 2024
usenix.org
Towards Generic Database Management System Fuzzing, 2024
usenix.org
WhisperFuzz: White-Box Fuzzing for Detecting and Locating Timing Vulnerabilities in Processors, 2024
usenix.org
AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering, 2023
usenix.org
autofz: Automated Fuzzer Composition at Runtime, 2023
usenix.org
Automata-Guided Control-Flow-Sensitive Fuzz Driver Generation, 2023
usenix.org
Automated Exploitable Heap Layout Generation for Heap Overflows Through Manipulation Distance-Guided Fuzzing, 2023
usenix.org
Bleem: Packet Sequence Oriented Fuzzing for Protocol Implementations, 2023
usenix.org
BoKASAN: Binary-only Kernel Address Sanitizer for Effective Kernel Fuzzing, 2023
usenix.org
CarpetFuzz: Automatic Program Option Constraint Extraction from Documentation for Fuzzing, 2023
usenix.org
DDRace: Finding Concurrency UAF Vulnerabilities in Linux Drivers with Directed Fuzzing, 2023
usenix.org
DynSQL: Stateful Fuzzing for Database Management Systems with Complex and Valid SQL Query Generation, 2023
usenix.org
Forming Faster Firmware Fuzzers, 2023
usenix.org
FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler, 2023
usenix.org
Fuzztruction: Using Fault Injection-based Fuzzing to Leverage Implicit Domain Knowledge, 2023
usenix.org
GLeeFuzz: Fuzzing WebGL Through Error Message Guided Mutation, 2023
usenix.org
Intender: Fuzzing Intent-Based Networking with Intent-State Transition Guidance, 2023
usenix.org
KextFuzz: Fuzzing macOS Kernel EXTensions on Apple Silicon via Exploiting Mitigations, 2023
usenix.org
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing, 2023
usenix.org
MorFuzz: Fuzzing Processor via Runtime Instruction Morphing enhanced Synchronizable Co-simulation, 2023
usenix.org
MTSan: A Feasible and Practical Memory Sanitizer for Fuzzing COTS Binaries, 2023
usenix.org
PolyFuzz: Holistic Greybox Fuzzing of Multi-Language Systems, 2023
usenix.org
StateFuzz: System Call-Based State-Aware Linux Driver Fuzzing, 2022
usenix.org
FIXREVERTER: A Realistic Bug Injection Methodology for Benchmarking Fuzz Testing, 2022
usenix.org
SGXFuzz: Efficiently Synthesizing Nested Structures for SGX Enclave Fuzzing, 2022
usenix.org
AmpFuzz: Fuzzing for Amplification DDoS Vulnerabilities, 2022
usenix.org
Stateful Greybox Fuzzing, 2022
usenix.org
BrakTooth: Causing Havoc on Bluetooth Link Manager via Directed Fuzzing, 2022
usenix.org
Fuzzing Hardware Like Software, 2022
usenix.org
Drifuzz: Harvesting Bugs in Device Drivers from Golden Seeds, 2022
usenix.org
FuzzOrigin: Detecting UXSS vulnerabilities in Browsers through Origin Fuzzing, 2022
usenix.org
TheHuzz: Instruction Fuzzing of Processors Using Golden-Reference Models for Finding Software-Exploitable Vulnerabilities, 2022
usenix.org
MundoFuzz: Hypervisor Fuzzing with Statistical Coverage Testing and Grammar Inference, 2022
usenix.org
Fuzzware: Using Precise MMIO Modeling for Effective Firmware Fuzzing, 2022
usenix.org
SyzScope: Revealing High-Risk Security Impacts of Fuzzer-Exposed Bugs in Linux kernel, 2022
usenix.org
Morphuzz: Bending (Input) Space to Fuzz Virtual Devices, 2022
usenix.org
Breaking Through Binaries: Compiler-quality Instrumentation for Better Binary-only Fuzzing, 2021
usenix.org
ICSFuzz: Manipulating I/Os and Repurposing Binary Code to Enable Instrumented Fuzzing in ICS Control Applications, 2021
usenix.org
Android SmartTVs Vulnerability Discovery via Log-Guided Fuzzing, 2021
usenix.org
Constraint-guided Directed Greybox Fuzzing, 2021
usenix.org
Nyx: Greybox Hypervisor Fuzzing using Fast Snapshots and Affine Types, 2021
usenix.org
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers, 2021
usenix.org
FANS: Fuzzing Android Native System Services via Automated Interface Analysis, 2020
usenix.org
Analysis of DTLS Implementations Using Protocol State Fuzzing, 2020
usenix.org
EcoFuzz: Adaptive Energy-Saving Greybox Fuzzing as a Variant of the Adversarial Multi-Armed Bandit, 2020
usenix.org
Fuzzing Error Handling Code using Context-Sensitive Software Fault Injection, 2020
usenix.org
FuzzGen: Automatic Fuzzer Generation, 2020
usenix.org
ParmeSan: Sanitizer-guided Greybox Fuzzing, 2020
usenix.org
SpecFuzz: Bringing Spectre-type vulnerabilities to the surface, 2020
usenix.org
FuzzGuard: Filtering out Unreachable Inputs in Directed Grey-box Fuzzing through Deep Learning, 2020
usenix.org
Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer, 2020
usenix.org
GREYONE: Data Flow Sensitive Fuzzing, 2020
usenix.org
Fuzzification: Anti-Fuzzing Techniques, 2019
usenix.org
AntiFuzz: Impeding Fuzzing Audits of Binary Executables, 2019
usenix.org
Charm: Facilitating Dynamic Analysis of Device Drivers of Mobile Systems, 2018
usenix.org
MoonShine: Optimizing OS Fuzzer Seed Selection with Trace Distillation, 2018
usenix.org
QSYM : A Practical Concolic Execution Engine Tailored for Hybrid Fuzzing, 2018
usenix.org
OSS-Fuzz - Google's continuous fuzzing service for open source software, 2017
usenix.org
kAFL: Hardware-Assisted Feedback Fuzzing for OS Kernels, 2017
usenix.org
Protocol State Fuzzing of TLS Implementations, 2015
usenix.org
Optimizing Seed Selection for Fuzzing, 2014
softsec.kaist.ac.kr
Dowsing for overflows: a guided fuzzer to find buffer boundary violations, 2013
enigma.usenix.org
Fuzzing with Code Fragments, 2012
usenix.org