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Title: GitHub - secnotes/fuzzing-tutorial: Curated list of classic fuzzing books, papers about fuzzing at information security top conferences over the years, commonly used fuzzing tools, and resources that can help us use fuzzer easily. · GitHub

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Description: Curated list of classic fuzzing books, papers about fuzzing at information security top conferences over the years, commonly used fuzzing tools, and resources that can help us use fuzzer easily. - GitHub - secnotes/fuzzing-tutorial: Curated list of classic fuzzing books, papers about fuzzing at information security top conferences over the years, commonly used fuzzing tools, and resources that can help us use fuzzer easily.

Open Graph Description: Curated list of classic fuzzing books, papers about fuzzing at information security top conferences over the years, commonly used fuzzing tools, and resources that can help us use fuzzer easily. -...

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https://github.com/secnotes/Fuzzing-tutorial#recent-papersblogstools-related-to-fuzzing
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Englishhttps://secnotes.github.io/fuzzing-tutorial/index_en.html
https://github.com/secnotes/Fuzzing-tutorial#books
The Fuzzing Book, 2019https://www.Fuzzingbook.org/
Fuzzing for Software Security Testing and Quality Assurance, 2018https://www.amazon.com/Fuzzing-Software-Security-Testing-Assurance/dp/1608078507/
https://github.com/secnotes/Fuzzing-tutorial#other
The Art, Science, and Engineering of Fuzzing: A Survey, 2019https://ieeexplore.ieee.org/document/8863940
Fuzzing: a survey, 2018https://cybersecurity.springeropen.com/articles/10.1186/s42400-018-0002-y
Cybersecurityhttps://cybersecurity.springeropen.com/
Evaluating Fuzz Testing, 2018http://www.cs.umd.edu/~mwh/papers/Fuzzeval.pdf
Fuzzing: Art, Science, and Engineering, 2018https://arxiv.org/pdf/1812.00140.pdf
Fuzzing: State of the art, 2018https://ieeexplore.ieee.org/document/8371326
IEEE Transactions on Reliabilityhttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=24
Source-and-Fuzzing, 2019https://github.com/lcatro/Source-and-Fuzzing
Effective File Format Fuzzing – Thoughts, Techniques and Results, 2015https://www.youtube.com/watch?v=qTTwqFRD1H8
CoLaFUZE: Coverage-Guided and Layout-Aware Fuzzing for Android Drivers, 2021https://www.jstage.jst.go.jp/article/transinf/E104.D/11/E104.D_2021NGP0005/_pdf
Better Pay Attention Whilst Fuzzing, 2022https://arxiv.org/pdf/2112.07143
https://github.com/secnotes/Fuzzing-tutorial#ndss
https://github.com/secnotes/Fuzzing-tutorial#2026
ADGFUZZ: Assignment Dependency-Guided Fuzzing for Robotic Vehicles, 2026https://www.ndss-symposium.org/ndss-paper/adgfuzz-assignment-dependency-guided-fuzzing-for-robotic-vehicles/
ADGFuzz 已开源https://github.com/wyunc/ADGFuzz
An LLM-Driven Fuzzing Framework for Detecting Logic Instruction Bugs in PLCs, 2026https://www.ndss-symposium.org/ndss-paper/an-llm-driven-fuzzing-framework-for-detecting-logic-instruction-bugs-in-plcs/
BSFuzzer: Context-Aware Semantic Fuzzing for BLE Logic Flaw Detection, 2026https://www.ndss-symposium.org/ndss-paper/bsfuzzer-context-aware-semantic-fuzzing-for-ble-logic-flaw-detection/
BSFuzz 已开源https://github.com/yangting111/BSFuzz
DOM-XSS Detection via Webpage Interaction Fuzzing and URL Component Synthesis, 2026https://www.ndss-symposium.org/ndss-paper/dom-xss-detection-via-webpage-interaction-fuzzing-and-url-component-synthesis/
FirmAgent: Leveraging Fuzzing to Assist LLM Agents with IoT Firmware Vulnerability Discovery, 2026https://www.ndss-symposium.org/ndss-paper/firmagent-leveraging-fuzzing-to-assist-llm-agents-with-iot-firmware-vulnerability-discovery/
FirmAgent 已开源https://github.com/vul337/FirmAgent
看雪解读https://bbs.kanxue.com/thread-291020.htm
Fuzzilicon: A Post-Silicon Microcode-Guided x86 CPU Fuzzer, 2026https://www.ndss-symposium.org/ndss-paper/fuzzilicon-a-post-silicon-microcode-guided-x86-cpu-fuzzer/
GoldenFuzz: Generative Golden Reference Hardware Fuzzing, 2026https://www.ndss-symposium.org/ndss-paper/goldenfuzz-generative-golden-reference-hardware-fuzzing/
HyperMirage: Direct State Manipulation in Hybrid Virtual CPU Fuzzing, 2026https://www.ndss-symposium.org/ndss-paper/hypermirage-direct-state-manipulation-in-hybrid-virtual-cpu-fuzzing/
HyperMirage 已开源https://github.com/tum-itsec/hypermirage
MUTATO: Enhancing Fuzz Drivers with Adaptive API Option Mutation, 2026https://www.ndss-symposium.org/ndss-paper/mutato-enhancing-fuzz-drivers-with-adaptive-api-option-mutation/
PhyFuzz: Detecting Sensor Vulnerabilities with Physical Signal Fuzzing, 2026https://www.ndss-symposium.org/ndss-paper/phyfuzz-detecting-sensor-vulnerabilities-with-physical-signal-fuzzing/
PortRush: Detect Write Port Contention Side-Channel Vulnerabilities via Hardware Fuzzing, 2026https://www.ndss-symposium.org/ndss-paper/portrush-detect-write-port-contention-side-channel-vulnerabilities-via-hardware-fuzzing/
ReFuzz: Reusing Tests for Processor Fuzzing with Contextual Bandits, 2026https://www.ndss-symposium.org/ndss-paper/refuzz-reusing-tests-for-processor-fuzzing-with-contextual-bandits/
RTCON: Context-Adaptive Function-Level Fuzzing for RTOS Kernels, 2026https://www.ndss-symposium.org/ndss-paper/rtcon-context-adaptive-function-level-fuzzing-for-rtos-kernels/
RTCON 已开源https://github.com/kaist-hacking/RTCON
SYSYPHUZZ: the Pressure of More Coverage, 2026https://www.ndss-symposium.org/ndss-paper/sysyphuzz-the-pressure-of-more-coverage/
Sysyphuzz 已开源https://github.com/HexHive/Sysyphuzz
https://github.com/secnotes/Fuzzing-tutorial#2025
Automatic Library Fuzzing through API Relation Evolvement, 2025https://www.ndss-symposium.org/ndss-paper/automatic-library-Fuzzing-through-api-relation-evolvement/
Blackbox Fuzzing of Distributed Systems with Multi-Dimensional Inputs and Symmetry-Based Feedback Pruning, 2025https://www.ndss-symposium.org/ndss-paper/blackbox-Fuzzing-of-distributed-systems-with-multi-dimensional-inputs-and-symmetry-based-feedback-pruning/
DistFuzz 已开源https://github.com/zouyonghao/DistFuzz
DUMPLING: Fine-grained Differential JavaScript Engine Fuzzing, 2025https://www.ndss-symposium.org/ndss-paper/dumpling-fine-grained-differential-javascript-engine-Fuzzing/
已开源https://github.com/two-heart/dumpling-artifact-evaluation
FuzzUER: Enabling Fuzzing of UEFI Interfaces on EDK-2, 2025https://www.ndss-symposium.org/ndss-paper/Fuzzuer-enabling-Fuzzing-of-uefi-interfaces-on-edk-2/
ICSQuartz: Scan Cycle-Aware and Vendor-Agnostic Fuzzing for Industrial Control Systems, 2025https://www.ndss-symposium.org/ndss-paper/icsquartz-scan-cycle-aware-and-vendor-agnostic-Fuzzing-for-industrial-control-systems/
ISCQuartzhttps://github.com/momalab/ICSQuartz
MALintent: Coverage Guided Intent Fuzzing Framework for Android, 2025https://www.ndss-symposium.org/ndss-paper/malintent-coverage-guided-intent-Fuzzing-framework-for-android/
已开源https://github.com/sslab-gatech/MALintent
Moneta: Ex-Vivo GPU Driver Fuzzing by Recalling In-Vivo Execution States, 2025https://www.ndss-symposium.org/ndss-paper/moneta-ex-vivo-gpu-driver-Fuzzing-by-recalling-in-vivo-execution-states/
QMSan: Efficiently Detecting Uninitialized Memory Errors During Fuzzing, 2025https://www.ndss-symposium.org/ndss-paper/qmsan-efficiently-detecting-uninitialized-memory-errors-during-Fuzzing/
QMSanhttps://github.com/heinzeen/qmsan
TWINFuzz: Differential Testing of Video Hardware Acceleration Stacks, 2025https://www.ndss-symposium.org/ndss-paper/twinFuzz-differential-testing-of-video-hardware-acceleration-stacks/
twinFuzzhttps://github.com/CISPA-SysSec/twinFuzz
Truman: Constructing Device Behavior Models from OS Drivers to Fuzz Virtual Devices, 2025https://www.ndss-symposium.org/ndss-paper/truman-constructing-device-behavior-models-from-os-drivers-to-Fuzz-virtual-devices/
中文解读https://zhuanlan.zhihu.com/p/1892291730214199900
https://github.com/secnotes/Fuzzing-tutorial#2024
DeepGo: Predictive Directed Greybox Fuzzing, 2024https://www.ndss-symposium.org/ndss-paper/deepgo-predictive-directed-greybox-Fuzzing/
EnclaveFuzz: Finding Vulnerabilities in SGX Applications, 2024https://www.ndss-symposium.org/ndss-paper/enclaveFuzz-finding-vulnerabilities-in-sgx-applications/
已开源https://github.com/vul337/EnclaveFuzz
Large Language Model guided Protocol Fuzzing, 2024https://www.ndss-symposium.org/ndss-paper/large-language-model-guided-protocol-Fuzzing/
ChatAFL 已开源https://github.com/ChatAFLndss/ChatAFL
MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency, 2024https://www.ndss-symposium.org/ndss-paper/mock-optimizing-kernel-Fuzzing-mutation-with-context-aware-dependency/
待开源https://github.com/m0ck1ng/mock
Predictive Context-sensitive Fuzzing, 2024https://www.ndss-symposium.org/ndss-paper/predictive-context-sensitive-Fuzzing/
已开源https://github.com/eurecom-s3/predictive-cs-Fuzzing
ReqsMiner: Automated Discovery of CDN Forwarding Request Inconsistencies and DoS Attacks with Grammar-based Fuzzing, 2024https://www.ndss-symposium.org/ndss-paper/reqsminer-automated-discovery-of-cdn-forwarding-request-inconsistencies-and-dos-attacks-with-grammar-based-Fuzzing/
已开源https://github.com/Konano/ReqsMiner
ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection, 2024https://www.ndss-symposium.org/ndss-paper/shapFuzz-efficient-Fuzzing-via-shapley-guided-byte-selection/
已开源https://github.com/ShapFuzz/ShapFuzz
https://github.com/secnotes/Fuzzing-tutorial#2023
Assessing the Impact of Interface Vulnerabilities in Compartmentalized Software, 2023https://www.ndss-symposium.org/ndss-paper/assessing-the-impact-of-interface-vulnerabilities-in-compartmentalized-software/
已开源https://github.com/confFuzz/confFuzz
FuzzILLI: Fuzzing for JavaScript JIT Compiler Vulnerabilities, 2023https://www.ndss-symposium.org/ndss-paper/Fuzzilli-Fuzzing-for-javascript-jit-compiler-vulnerabilities/
已开源https://github.com/googleprojectzero/Fuzzilli
No Grammar, No Problem: Towards Fuzzing the Linux Kernel without System-Call Descriptions, 2023https://www.ndss-symposium.org/ndss-paper/no-grammar-no-problem-towards-Fuzzing-the-linux-kernel-without-system-call-descriptions/
FuzzNG 已开源https://github.com/BUseclab/FuzzNG
DARWIN: Survival of the Fittest Fuzzing Mutators, 2023https://www.ndss-symposium.org/ndss-paper/darwin-survival-of-the-fittest-Fuzzing-mutators/
已开源https://github.com/TUDA-SSL/DARWIN
LOKI: State-Aware Fuzzing Framework for the Implementation of Blockchain Consensus Protocols, 2023https://www.ndss-symposium.org/ndss-paper/loki-state-aware-Fuzzing-framework-for-the-implementation-of-blockchain-consensus-protocols/
OBSan: An Out-Of-Bound Sanitizer to Harden DNN Executables, 2023https://www.ndss-symposium.org/ndss-paper/obsan-an-out-of-bound-sanitizer-to-harden-dnn-executables/
已开源https://github.com/yanzuochen/obsan
https://github.com/secnotes/Fuzzing-tutorial#2022
Semantic-Informed Driver Fuzzing Without Both the Hardware Devices and the Emulators, 2022https://www.ndss-symposium.org/ndss-paper/auto-draft-248/
MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing, 2022https://www.ndss-symposium.org/ndss-paper/auto-draft-199/
FirmWire: Transparent Dynamic Analysis for Cellular Baseband Firmware, 2022https://hernan.de/research/papers/firmwire-ndss22-hernandez.pdf
FirmWirehttps://github.com/FirmWire/FirmWire
EMS: History-Driven Mutation for Coverage-based Fuzzing, 2022https://nesa.zju.edu.cn/download/lcy_pdf_ems_ndss22.pdf
Context-Sensitive and Directional Concurrency Fuzzing for Data-Race Detection, 2022https://www.ndss-symposium.org/ndss-paper/auto-draft-198/
datAFLow: Towards a Data-Flow-Guided Fuzzer, 2022https://www.ndss-symposium.org/ndss-paper/auto-draft-273/
https://github.com/secnotes/Fuzzing-tutorial#2021
Favocado: Fuzzing the Binding Code of JavaScript Engines Using Semantically Correct Test Cases, 2021https://www.ndss-symposium.org/ndss-paper/favocado-Fuzzing-the-binding-code-of-javascript-engines-using-semantically-correct-test-cases/
Favocadohttps://github.com/favocado/Favocado
WINNIE : Fuzzing Windows Applications with Harness Synthesis and Fast Cloning, 2021https://www.ndss-symposium.org/ndss-paper/winnie-Fuzzing-windows-applications-with-harness-synthesis-and-fast-cloning/
WINNIEhttps://github.com/sslab-gatech/winnie
PGFuzz: Policy-Guided Fuzzing for Robotic Vehicles, 2021https://www.ndss-symposium.org/ndss-paper/pgFuzz-policy-guided-Fuzzing-for-robotic-vehicles/
PGFuzzhttps://github.com/purseclab/PGFuzz
Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing, 2021https://www.ndss-symposium.org/ndss-paper/reinforcement-learning-based-hierarchical-seed-scheduling-for-greybox-Fuzzing/
https://github.com/secnotes/Fuzzing-tutorial#2020-
HFL: Hybrid Fuzzing on the Linux Kernel, 2020https://www.unexploitable.systems/publication/kimhfl/
HotFuzz: Discovering Algorithmic Denial-of-Service Vulnerabilities Through Guided Micro-Fuzzing, 2020https://www.researchgate.net/publication/339164746_HotFuzz_Discovering_Algorithmic_Denial-of-Service_Vulnerabilities_Through_Guided_Micro-Fuzzing
Not All Coverage Measurements Are Equal: Fuzzing by Coverage Accounting for Input Prioritization, 2020https://www.ndss-symposium.org/wp-content/uploads/2020/02/24422.pdf
TortoiseFuzzhttps://github.com/TortoiseFuzz/TortoiseFuzz
PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary, 2019https://people.cs.kuleuven.be/~stijn.volckaert/papers/2019_NDSS_PeriScope.pdf
INSTRIM: Lightweight Instrumentation for Coverage-guided Fuzzing, 2018https://www.ndss-symposium.org/wp-content/uploads/2018/07/bar2018_14_Hsu_paper.pdf
What You Corrupt Is Not What You Crash: Challenges in Fuzzing Embedded Deviceshttp://s3.eurecom.fr/docs/ndss18_muench.pdf
Enhancing Memory Error Detection for Large-Scale Applications and Fuzz Testing, 2018https://lifeasageek.github.io/papers/han:meds.pdf
DELTA: A Security Assessment Framework for Software-Defined Networks, 2017https://www.ndss-symposium.org/wp-content/uploads/2017/09/ndss201702A-1LeePaper.pdf
https://github.com/secnotes/Fuzzing-tutorial#usenix-security
https://github.com/secnotes/Fuzzing-tutorial#2025-1
AidFuzzer: Adaptive Interrupt-Driven Firmware Fuzzing via Run-Time State Recognition, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/wang-jianqiang
GenHuzz: An Efficient Generative Hardware Fuzzer, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/wu-lichao
Encarsia: Evaluating CPU Fuzzers via Automatic Bug Injection, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/bolcskei
Encarsia 开源链接https://github.com/comsec-group/encarsia
Lost in Translation: Enabling Confused Deputy Attacks on EDA Software with TransFuzz, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/solt
知乎https://zhuanlan.zhihu.com/p/1927138475397874487
NASS: Fuzzing All Native Android System Services with Interface Awareness and Coverage, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/mao
NASS 已开源https://github.com/iromise/fans
LLFuzz: An Over-the-Air Dynamic Testing Framework for Cellular Baseband Lower Layers, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/hoang
工具已开源https://github.com/SysSec-KAIST/LLFuzz
Waltzz: WebAssembly Runtime Fuzzing with Stack-Invariant Transformation, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/zhang-lingming
看雪https://mp.weixin.qq.com/s?__biz=MjM5NTc2MDYxMw==&mid=2458451152&idx=2&sn=4abbf7a643b93027529e12442608aca2&chksm=b18fcc5a86f8454cb6051aab6a45751ad736285e3f46e92436edb2b963b46bee27da5e0c9922&scene=27
开源链接https://zenodo.org/records/14718828
MBFuzzer: A Multi-Party Protocol Fuzzer for MQTT Brokers, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/song-xiangpu
ctfiothttps://www.ctfiot.com/272328.html
开源链接https://zenodo.org/records/14710570
ChainFuzz: Exploiting Upstream Vulnerabilities in Open-Source Supply Chains, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/deng
实验数据开源https://github.com/vul337/IDFuzz
IDFuzz: Intelligent Directed Grey-box Fuzzing, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/chen-yiyang
实验数据开源https://github.com/vul337/IDFuzz
Robust, Efficient, and Widely Available Greybox Fuzzing for COTS Binaries with System Call Pattern Feedback, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/xiao-jifan
SAFuzz 已开源https://github.com/Nova-xiao/SPFuzz
BLuEMan: A Stateful Simulation-based Fuzzing Framework for Open-Source RTOS Bluetooth Low Energy Protocol Stacks, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/kao
BLuEMan 已开源https://github.com/zoolab-org/blueman.artifact
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/chen-chuyang
elFuzz 已开源https://github.com/OSUSecLab/elFuzz
Hybrid Language Processor Fuzzing via LLM-Based Constraint Solving, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/yang-yupeng
hlpFuzz 源码及附件https://zenodo.org/records/15606061
From Alarms to Real Bugs: Multi-target Multi-step Directed Greybox Fuzzing for Static Analysis Result Verification, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/bao-andrew
Low-Cost and Comprehensive Non-textual Input Fuzzing with LLM-Synthesized Input Generators, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/zhang-kunpeng
G2Fuzz 已开源https://github.com/G2Fuzz/G2Fuzz
Fuzzing the PHP Interpreter via Dataflow Fusion, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/jiang-yuancheng
XSSky: Detecting XSS Vulnerabilities through Local Path-Persistent Fuzzing, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/shi-youkun
Effective Directed Fuzzing with Hierarchical Scheduling for Web Vulnerability Detection, 2025https://www.usenix.org/conference/usenixsecurity25/presentation/lin-zihan
https://github.com/secnotes/Fuzzing-tutorial#2024-1
A Binary-level Thread Sanitizer or Why Sanitizing on the Binary Level is Hard, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/schilling
TSANhttps://github.com/CISPA-SysSec/binary-tsan
Critical Code Guided Directed Greybox Fuzzing for Commits, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/xiang-yi
WAFLGOhttps://github.com/He1loNice/WAFLGo
EL3XIR: Fuzzing COTS Secure Monitors, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/lindenmeier
EL3XIRhttps://github.com/HexHive/EL3XIR
Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/asmita
HYPERPILL: Fuzzing for Hypervisor-bugs by leveraging the Hardware Virtualization Interface, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/bulekov
HyperPillhttps://github.com/HexHive/HyperPill
MultiFuzz: A Multi-Stream Fuzzer For Testing Monolithic Firmware, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/chesser
Fuzzwarehttps://github.com/MultiFuzz/MultiFuzz
SDFuzz: Target States Driven Directed Fuzzing, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/li-penghui
SHiFT: Semi-hosted Fuzz Testing for Embedded Applications, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/mera
SHiFThttps://github.com/RiS3-Lab/SHiFT
Towards Generic Database Management System Fuzzing, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/yang-yupeng
WhisperFuzz: White-Box Fuzzing for Detecting and Locating Timing Vulnerabilities in Processors, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/borkar
https://github.com/secnotes/Fuzzing-tutorial#2023-1
Fuzztruction: Using Fault Injection-based Fuzzing to Leverage Implicit Domain Knowledge, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/bars
工具原型已开源https://github.com/Fuzztruction/Fuzztruction
DynSQL: Stateful Fuzzing for Database Management Systems with Complex and Valid SQL Query Generation, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/jiang-zu-ming
FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/wang-junjie
FuzzJIThttps://github.com/SpaceNaN/Fuzzjit
GLeeFuzz: Fuzzing WebGL Through Error Message Guided Mutation, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/peng
GLeeFuzzhttps://github.com/HexHive/GLeeFuzz
Automata-Guided Control-Flow-Sensitive Fuzz Driver Generation, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/zhang-cen
PolyFuzz: Holistic Greybox Fuzzing of Multi-Language Systems, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/li-wen
POLYFuzzhttps://github.com/Daybreak2019/PolyFuzz
AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/shi-ji
Remote Code Execution from SSTI in the Sandbox: Automatically Detecting and Exploiting Template Escape Bugs, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/zhao-yudi
TEFuzz 已开源https://github.com/seclab-fudan/TEFuzz
MTSan: A Feasible and Practical Memory Sanitizer for Fuzzing COTS Binaries, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/chen-xingman
MorFuzz: Fuzzing Processor via Runtime Instruction Morphing enhanced Synchronizable Co-simulation, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/xu-jinyan
MorFuzzhttps://github.com/sycuricon/MorFuzz
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/lyu
MINERhttps://github.com/puppet-meteor/MINER
KextFuzz: Fuzzing macOS Kernel EXTensions on Apple Silicon via Exploiting Mitigations, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/yin
KextFuzzhttps://github.com/vul337/KextFuzz
Intender: Fuzzing Intent-Based Networking with Intent-State Transition Guidance, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/kim-jiwon
DDRace: Finding Concurrency UAF Vulnerabilities in Linux Drivers with Directed Fuzzing, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/yuan-ming
DDRacehttps://github.com/vul337/DDRace
CarpetFuzz: Automatic Program Option Constraint Extraction from Documentation for Fuzzing, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/wang-dawei
CarpetFuzzhttps://github.com/waugustus/CarpetFuzz
BoKASAN: Binary-only Kernel Address Sanitizer for Effective Kernel Fuzzing, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/cho
Bleem: Packet Sequence Oriented Fuzzing for Protocol Implementations, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/luo-zhengxiong
autofz: Automated Fuzzer Composition at Runtime, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/fu-yu-fu
autofzhttps://github.com/sslab-gatech/autofz
https://github.com/secnotes/Fuzzing-tutorial#2022-1
MundoFuzz: Hypervisor Fuzzing with Statistical Coverage Testing and Grammar Inference, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/myung
TheHuzz: Instruction Fuzzing of Processors Using Golden-Reference Models for Finding Software-Exploitable Vulnerabilities, 2022https://arxiv.org/abs/2201.09941
Morphuzz: Bending (Input) Space to Fuzz Virtual Devices, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/bulekov
Fuzzware: Using Precise MMIO Modeling for Effective Firmware Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/scharnowski
Fuzzwarehttps://github.com/Fuzzware-Fuzzer/Fuzzware
FuzzOrigin: Detecting UXSS vulnerabilities in Browsers through Origin Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/kim
FuzzOriginhttps://github.com/compsec-snu/Fuzzorigin
DriFuzz: Harvesting Bugs in Device Drivers from Golden Seeds, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/shen-zekun
DriFuzzhttps://github.com/buszk/driFuzz-concolic
Fuzzing Hardware Like Software, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/trippel
AFLhttps://github.com/google/AFL
hw-Fuzzinghttps://github.com/googleinterns/hw-Fuzzing
BrakTooth: Causing Havoc on Bluetooth Link Manager via Directed Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/garbelini
braktooth_esp32_bluetooth_classic_attackshttps://github.com/Matheus-Garbelini/braktooth_esp32_bluetooth_classic_attacks
AmpFuzz: Fuzzing for Amplification DDoS Vulnerabilities, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/krupp
AmpFuzzhttps://github.com/cispa/ampFuzz
SGXFuzz: Efficiently Synthesizing Nested Structures for SGX Enclave Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/cloosters
sgxFuzzhttps://github.com/uni-due-syssec/sgxFuzz
FRAMESHIFTER: Manipulating HTTP/2 Frame Sequences with Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/jabiyev
frameshifterhttps://github.com/bahruzjabiyev/frameshifter
FIXREVERTER: A Realistic Bug Injection Methodology for Benchmarking Fuzz Testing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/zhang-zenong
StateFuzz: System Call-Based State-Aware Linux Driver Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/zhao-bodong
StateFuzzhttps://github.com/vul337/StateFuzz
SyzScope: Revealing High-Risk Security Impacts of Fuzzer-Exposed Bugs inLinux kernel, 2022https://www.usenix.org/system/files/sec22summer_zou.pdf
https://github.com/secnotes/Fuzzing-tutorial#2021-1
Constraint-guided Directed Greybox Fuzzing, 2021https://www.usenix.org/conference/usenixsecurity21/presentation/lee-gwangmu
UNIFuzz: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers, 2021https://www.usenix.org/biblio-6129
Nyx: Greybox Hypervisor Fuzzing using Fast Snapshots and Affine Types, 2021https://www.usenix.org/conference/usenixsecurity21/presentation/schumilo
RUB-SysSechttps://github.com/RUB-SysSec
Nyxhttps://github.com/RUB-SysSec/Nyx
Breaking Through Binaries: Compiler-quality Instrumentation for Better Binary-only Fuzzing, 2021https://www.usenix.org/conference/usenixsecurity21/presentation/nagy
The Use of Likely Invariants as Feedback for Fuzzers, 2021https://www.usenix.org/conference/usenixsecurity21/presentation/fioraldi
eurecom-s3https://github.com/eurecom-s3
invscovhttps://github.com/eurecom-s3/invscov
https://github.com/secnotes/Fuzzing-tutorial#2020
Analysis of DTLS Implementations Using Protocol State Fuzzing, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/fiterau-brostean
TLS-Attackerhttps://github.com/tls-attacker/TLS-Attacker
EcoFuzz: Adaptive Energy-Saving Greybox Fuzzing as a Variant of the Adversarial Multi-Armed Bandit, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/yue
EcoFuzzhttps://github.com/MoonLight-SteinsGate/EcoFuzz
FANS: Fuzzing Android Native System Services via Automated Interface Analysis, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/liu
刘保证http://netsec.ccert.edu.cn/people/iromise/
开源连接https://github.com/iromise/fans
Fuzzing Error Handling Code using Context-Sensitive Software Fault Injection, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/jiang
FuzzGen: Automatic Fuzzer Generation, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/ispoglou
FuzzGenhttps://github.com/HexHive/FuzzGen
GREYONE: Data Flow Sensitive Fuzzing, 2020https://www.usenix.org/conference/usenixsecurity20/presentation/gan
SweynTooth: Unleashing Mayhem over Bluetooth Low Energy, 2020https://www.usenix.org/conference/atc20/presentation/garbelini
sweyntooth_bluetooth_low_energy_attackshttps://github.com/Matheus-Garbelini/sweyntooth_bluetooth_low_energy_attacks
https://github.com/secnotes/Fuzzing-tutorial#2019-
Fuzzification: Anti-Fuzzing Techniques, 2019https://www.usenix.org/conference/usenixsecurity19/presentation/jung
AntiFuzz: Impeding Fuzzing Audits of Binary Executables, 2019https://www.usenix.org/conference/usenixsecurity19/presentation/guler
MoonShine: Optimizing OS Fuzzer Seed Selection with Trace Distillation, 2018https://www.usenix.org/conference/usenixsecurity18/presentation/pailoor
MoonShinehttps://github.com/shankarapailoor/moonshine
QSYM : A Practical Concolic Execution Engine Tailored for Hybrid Fuzzing, 2018https://www.usenix.org/conference/usenixsecurity18/presentation/yun
QSYMhttps://github.com/sslab-gatech/qsym
OSS-Fuzz - Google's continuous Fuzzing service for open source software, 2017https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/serebryany
kAFL: Hardware-Assisted Feedback Fuzzing for OS Kernels, 2017https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/schumilo
https://github.com/secnotes/Fuzzing-tutorial#ieee-sp
https://github.com/secnotes/Fuzzing-tutorial#2025-2
FirmRCA: Towards Post-Fuzzing Analysis on ARM Embedded Firmware with Efficient Event-based Fault Localization, 2025https://www.computer.org/csdl/proceedings-article/sp/2025/223600a002/21B7PVDny6I
代码已开源https://github.com/NESA-Lab/FirmRCA
Predator: Directed Web Application Fuzzing for Efficient Vulnerability Validation, 2025https://www.computer.org/csdl/proceedings-article/sp/2025/223600a066/21B7Ray6BkA
RGFuzz: Rule-Guided Fuzzer for WebAssembly Runtimes, 2025https://www.computer.org/csdl/proceedings-article/sp/2025/223600a003/21B7PWv1JGU
工具已开源https://github.com/kaist-hacking/RGFuzz
https://github.com/secnotes/Fuzzing-tutorial#2024-2
AFGen: Whole-Function Fuzzing for Applications and Libraries, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a011/1RjE9PjiDss
代码即将开源https://github.com/Marsman1996/AFGen
Chronos: Finding Timeout Bugs in Practical Distributed Systems by Deep-Priority Fuzzing with Transient Delay, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a109/1Ub23heRtUA
DY Fuzzing: Formal Dolev-Yao Models Meet Cryptographic Protocol Fuzz Testing, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a096/1Ub234bjuWA
tlspuffinhttps://github.com/tlspuffin/tlspuffin
LABRADOR: Response Guided Directed Fuzzing for Black-box IoT Devices, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a127/1Ub23HQTJ1C
Predecessor-aware Directed Greybox Fuzzing, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a040/1RjEaeMELbq
SATURN: Host-Gadget Synergistic USB Driver Fuzzing, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a051/1RjEaqzRsfC
Saturnhttps://github.com/THU-WingTecher/Saturn
SoK: Prudent Evaluation Practices for Fuzzing, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a137/1Ub23V26Svm
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a070/1RjEaG9OpTa
SyzTrusthttps://github.com/SyzTrust/syztrust
Titan: Efficient Multi-target Directed Greybox Fuzzing, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a059/1RjEaxqvmQ8
To Boldly Go Where No Fuzzer Has Gone Before: Finding Bugs in Linux' Wireless Stacks through VirtIO Devices, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a024/1RjEa0y9RMQ
VirtFuzzhttps://github.com/cyruscyliu/virtFuzz-evaluation
https://github.com/secnotes/Fuzzing-tutorial#2023-2
DEVFuzz: Automatic Device Model-Guided Device Driver Fuzzing, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1Nrc0AgBCgM/pdf
DEVFuzzhttps://github.com/lzto/afl-proxy.git
ODDFuzz: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing, 2023https://arxiv.org/abs/2304.04233
Finding Specification Blind Spots via Fuzz Testing, 2023https://cs.uwaterloo.ca/~m285xu/assets/publication/fast-paper.pdf
RSFuzzer: Discovering Deep SMI Handler Vulnerabilities in UEFI Firmware with Hybrid Fuzzing, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1Js0Ek1SE6c/pdf
SegFuzz: Segmentizing Thread Interleaving to Discover Kernel Concurrency Bugs through Fuzzing, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1NrbZrWlldK/pdf
SegFuzzhttps://github.com/casys-kaist/segFuzz.git
SelectFuzz: Efficient Directed Fuzzing with Selective Path Exploration, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1Js0DBwgpwY/pdf
SelectFuzzhttps://github.com/cuhk-seclab/SelectFuzz
TEEzz: Fuzzing Trusted Applications on COTS Android Devices, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1He7XWu6nJe/pdf
UTOPIA: Automatic Generation of Fuzz Driver using Unit Tests, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1He7YBzoF0c/pdf
VIDEZZO: Dependency-aware Virtual Device Fuzzing, 2023https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1Nrc0ztdpDy/pdf
ViDeZZohttps://github.com/HexHive/ViDeZZo
Toss a Fault to Your Witcher: Applying Grey-box Coverage-Guided Mutational Fuzzing to Detect SQL and Command Injection Vulnerabilities, 2023https://www.computer.org/csdl/proceedings-article/sp/2023/933600a116/1He7XPiaynS
Witcherhttps://github.com/sefcom/Witcher
https://github.com/secnotes/Fuzzing-tutorial#2022-2
JIGSAW: Efficient and Scalable Path Constraints Fuzzing, 2022https://www.cs.ucr.edu/~heng/pubs/jigsaw_sp22.pdf
JIGSAWhttps://github.com/R-Fuzz/jigsaw
PATA: Fuzzing with Path Aware Taint Analysis, 2022http://www.wingtecher.com/themes/WingTecherResearch/assets/papers/sp22.pdf
FuzzUSB: Hybrid Stateful Fuzzing of USB Gadget Stacks, 2022https://ieeexplore.ieee.org/document/9833593
Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis, 2022https://arxiv.org/abs/2203.12064
K-Schedulerhttps://github.com/Dongdongshe/K-Scheduler
BEACON: Directed Grey-Box Fuzzing with Provable Path Pruning, 2022https://qingkaishi.github.io/public_pdfs/SP22.pdf
https://github.com/secnotes/Fuzzing-tutorial#2021-2
DiFuzzRTL: Differential Fuzz Testing to Find CPU Bugs, 2021https://ieeexplore.ieee.org/document/9519470
DiFuzzRTLhttps://github.com/compsec-snu/diFuzz-rtl
StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting, 2021https://ieeexplore.ieee.org/document/9519407
ZhangZhuoSJTUhttps://github.com/ZhangZhuoSJTU
StochFuzzhttps://github.com/ZhangZhuoSJTU/StochFuzz
NtFuzz: Enabling Type-Aware Kernel Fuzzing on Windows with Static Binary Analysis, 2021https://ieeexplore.ieee.org/document/9519448
SoftSec-KAISThttps://github.com/SoftSec-KAIST
NTFuzzhttps://github.com/SoftSec-KAIST/NTFuzz
Diane: Identifying Fuzzing Triggers in Apps to Generate Under-constrained Inputs for IoT Devices, 2021https://ieeexplore.ieee.org/document/9519432
ucsb-seclabhttps://github.com/ucsb-seclab
dianehttps://github.com/ucsb-seclab/diane
One Engine to Fuzz 'em All: Generic Language Processor Testing with Semantic Validation, 2021https://ieeexplore.ieee.org/document/9519403
s3teamhttps://github.com/s3team
Polyglothttps://github.com/s3team/Polyglot
https://github.com/secnotes/Fuzzing-tutorial#2020-1
IJON: Exploring Deep State Spaces via Fuzzing, 2020https://www.syssec.ruhr-uni-bochum.de/media/emma/veroeffentlichungen/2020/02/27/IJON-Oakland20.pdf
Krace: Data Race Fuzzing for Kernel File Systems, 2020https://www.cc.gatech.edu/~mxu80/pubs/xu:krace.pdf
Pangolin:Incremental Hybrid Fuzzing with Polyhedral Path Abstraction, 2020https://qingkaishi.github.io/public_pdfs/SP2020.pdf
RetroWrite: Statically Instrumenting COTS Binaries for Fuzzing and Sanitization, 2020https://www.semanticscholar.org/paper/RetroWrite%3A-Statically-Instrumenting-COTS-Binaries-Dinesh-Burow/845cafb153b0e4b9943c6d9b6a7e42c14845a0d6
https://github.com/HexHive/retrowrite/，同时限制非常多，比如目标二进制只能是https://github.com/HexHive/retrowrite/%EF%BC%8C%E5%90%8C%E6%97%B6%E9%99%90%E5%88%B6%E9%9D%9E%E5%B8%B8%E5%A4%9A%EF%BC%8C%E6%AF%94%E5%A6%82%E7%9B%AE%E6%A0%87%E4%BA%8C%E8%BF%9B%E5%88%B6%E5%8F%AA%E8%83%BD%E6%98%AF
https://github.com/secnotes/Fuzzing-tutorial#2019--1
Full-speed Fuzzing: Reducing Fuzzing Overhead through Coverage-guided Tracing, 2019https://www.computer.org/csdl/proceedings-article/sp/2019/666000b122/19skgbGVFEQ
UnTracerhttps://github.com/FoRTE-Research/UnTracer-AFL
Fuzzing File Systems via Two-Dimensional Input Space Exploration, 2019https://www.computer.org/csdl/proceedings-article/sp/2019/666000a594/19skfLYOpaw
JANUShttps://github.com/sslab-gatech/janus
NEUZZ: Efficient Fuzzing with Neural Program Smoothing, 2019https://www.computer.org/csdl/proceedings-article/sp/2019/666000a900/19skg5XghG0
neuzzhttps://github.com/Dongdongshe/neuzz
Razzer: Finding Kernel Race Bugs through Fuzzing, 2019https://www.computer.org/csdl/proceedings-article/sp/2019/666000a296/19skfwZLirm
Razzerhttps://github.com/compsec-snu/razzer
Angora: Efficient Fuzzing by Principled Search, 2018http://web.cs.ucdavis.edu/~hchen/paper/chen2018angora.pdf
Angorahttps://github.com/AngoraFuzzer/Angora
CollAFL: Path Sensitive Fuzzing, 2018http://chao.100871.net/papers/oakland18.pdf
CollAFLhttps://github.com/batgui/collafl
T-Fuzz: Fuzzing by program transformation, 2018https://nebelwelt.net/publications/files/18Oakland.pdf
T-Fuzzhttps://github.com/HexHive/T-Fuzz
Skyfire: Data-Driven Seed Generation for Fuzzing, 2017https://www.ieee-security.org/TC/SP2017/papers/42.pdf
https://github.com/secnotes/Fuzzing-tutorial#acm-ccs
https://github.com/secnotes/Fuzzing-tutorial#2025-3
RVISmith: Fuzzing Compilers for RVV Intrinsics, 2025https://arxiv.org/abs/2507.03773
RVISmith 开源链接https://github.com/yibo2000/RVISmith
Fuzzing Processing Pipelines for Zero-Knowledge Circuits, 2025https://arxiv.org/abs/2411.02077
Circuzzhttps://github.com/Rigorous-Software-Engineering/circuzz
Error Messages to Fuzzing: Detecting XPS Parsing Vulnerabilities in Windows Printing Components, 2025https://ccs25files.zoolab.org/main/ccsfa/pChLGVk0/3719027.3744807.pdf
SyzSpec: Specification Generation for Linux Kernel Fuzzing via Under-Constrained Symbolic Execution, 2025https://www.cs.ucr.edu/~zhiyunq/pub/ccs25_syzspec.pdf
郝宇 https://zhyfeng.github.io/
SyzParam: Incorporating Runtime Parameters into Kernel Driver Fuzzing, 2025https://arxiv.org/abs/2501.10002
Intent-aware Fuzzing for Android Hardened Application, 2025https://s2-lab.github.io/assets/AHAFuzz_CCS25.pdf
已开源https://github.com/S2-Lab/AHA-fuzz
A Qualitative Analysis of Fuzzing Tool Usability and Challenges, 2025https://www.usenix.org/conference/soups2025/presentation/zhao-poster
Protocol-Aware Firmware Rehosting for Effective Fuzzing of Embedded Network Stacks, 2025https://arxiv.org/abs/2509.13740
ConTest: Taming the Cyber-physical Input Space in Fuzz Testing with Control Theory, 2025https://ccs25files.zoolab.org/main/ccsfb/6v0fxegK/3719027.3765129.pdf
DriveFuzz: Enhancing CPU Fuzzing via Diverse Instruction Construction, 2025https://ccs25files.zoolab.org/main/ccsfb/Kao8sgTE/3719027.3765167.pdf
PromeFuzz: A Knowledge-Driven Approach to Fuzzing Harness Generation with Large Language Models, 2025https://ccs25files.zoolab.org/main/ccsfb/Re4TSIGe/3719027.3765222.pdf
https://github.com/secnotes/Fuzzing-tutorial#2024-3
LIFTFuzz: Validating Binary Lifters through Context-aware Fuzzing with GPT, 2024https://dl.acm.org/doi/10.1145/3658644.3670276
开源https://github.com/zyt755/LIFTFuzz
https://github.com/zyt755/LIFTFuzz, 2024https://dl.acm.org/doi/10.1145/3658644.3670278
FuzzCachehttps://github.com/secureweb/Fuzzcache
RANsacked: A Domain-Informed Approach for Fuzzing LTE and 5G RAN-Core Interfaces, 2024https://dl.acm.org/doi/10.1145/3658644.3670320
ASNFuzzGenhttps://github.com/fics/asnFuzzgen
RIoTFuzzer: Companion App Assisted Remote Fuzzing for Detecting Vulnerabilities in IoT Devices, 2024https://dl.acm.org/doi/10.1145/3658644.3670342
脚本https://github.com/kzLiu2017/RIoTFuzzer
On Understanding and Forecasting Fuzzers Performance with Static Analysis, 2024https://dl.acm.org/doi/10.1145/3658644.3670348
FOX: Coverage-guided Fuzzing as Online Stochastic Control, 2024https://dl.acm.org/doi/10.1145/3643659.3648562
开源https://github.com/FOX-Fuzz/FOX
Prompt Fuzzing for Fuzz Driver Generation, 2024https://arxiv.org/abs/2312.17677
DarthShader: Fuzzing WebGPU Shader Translators & Compilers, 2024https://dl.acm.org/doi/10.1145/3658644.3690209
darthshaderhttps://github.com/wgslFuzz/darthshader
Collapse Like A House of Cards: Hacking Building Automation System Through Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690216
OSmart: Whitebox Program Option Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690228
Program Environment Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690229
EnvFuzzhttps://github.com/GJDuck/EnvFuzz
ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model, 2024https://dl.acm.org/doi/10.1145/3658644.3690231
ProphetFuzzhttps://github.com/NASP-THU/ProphetFuzz
Leveraging Binary Coverage for Effective Generation Guidance in Kernel Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690232
Toss a Fault to BpfChecker: Revealing Implementation Flaws for eBPF runtimes with Differential Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690237
BpfCheckerhttps://github.com/blocksecteam/BpfChecker
No Peer, no Cry: Network Application Fuzzing via Fault Injection, 2024https://dl.acm.org/doi/10.1145/3658644.3690274
Fuzztruction-Nethttps://github.com/Fuzztruction/Fuzztruction-net-experiments
Fuzz to the Future: Uncovering Occluded Future Vulnerabilities via Robust Fuzzing, 2024https://dl.acm.org/doi/10.1145/3658644.3690278
FlakJackhttps://github.com/sefcom/flakjack
CountDown: Refcount-guided Fuzzing for Exposing Temporal Memory Errors in Linux Kernel, 2024https://dl.acm.org/doi/10.1145/3658644.3690320
Fuzzing JavaScript Engines with a Graph-based IR, 2024https://dl.acm.org/doi/10.1145/3658644.3690336
CrossFire: Fuzzing macOS Cross-XPU Memory on Apple Silicon, 2024https://dl.acm.org/doi/10.1145/3658644.3690376
https://github.com/secnotes/Fuzzing-tutorial#2023-3
DSFuzz: Detecting Deep State Bugs with Dependent State Exploration, 2023https://dl.acm.org/doi/10.1145/3576915.3616594
Fuzz on the Beach: Fuzzing Solana Smart Contracts, 2023https://arxiv.org/abs/2309.03006
Greybox Fuzzing of Distributed Systems, 2023https://mengrj.github.io/files/CCS23.pdf
已开源https://github.com/dsFuzz/mallory
HOPPER: Interpretative Fuzzing for Libraries, 2023https://dl.acm.org/doi/10.1145/3576915.3616610
Hopper 开源地址https://github.com/FuzzAnything/Hopper
腾讯安全大数据实验室http://www.baidu.com/link?url=aWqSg8WuLS7zTXIhjBtwYRtDkRYa9FBRmZWPvPgPJ6x5cZJO7SHTqM_YAqot7DF1LdMA6fwn0IJGpbWxnGHsfglRNqwnqNY5tH1I_LyyH0Gt78Po_-Jbb0O2e0dXJH7pyLfzX4YfzOgNJNNEcFS6AbdYK4AP_wRnMMHAXgZiv9zHGFa84udhi8xZfIY5pvkJnOP3Wi7-uzNkugatATRZ6K
Profile-guided System Optimizations for Accelerated Greybox Fuzzing, 2023https://dl.acm.org/doi/10.1145/3576915.3616636
NestFuzz: Enhancing Fuzzing with Comprehensive Understanding of Input Processing Logic, 2023https://dl.acm.org/doi/10.1145/3576915.3623103
NestFuzzhttps://github.com/fdu-sec/NestFuzz
SyzDirect: Directed Greybox Fuzzing for Linux Kernel, 2023https://dl.acm.org/doi/10.1145/3576915.3623146
SyzDirecthttps://github.com/seclab-fudan/SyzDirect
PyRTFuzz: Detecting Bugs in Python Runtimes via Two-Level Collaborative Fuzzing, 2023https://dl.acm.org/doi/10.1145/3576915.3623166
PyRTFuzz 已开源https://github.com/awen-li/PyRTFuzz
Poster: Combining Fuzzing with Concolic Execution for IoT Firmware Testing, 2023https://dl.acm.org/doi/10.1145/3576915.3624373
https://github.com/secnotes/Fuzzing-tutorial#2022-
SFuzz: Slice-based Fuzzing for Real-Time Operating Systems, 2022https://dl.acm.org/doi/10.1145/3548606.3559367
LibAFL: A Framework to Build Modular and Reusable Fuzzers, 2022https://dl.acm.org/doi/10.1145/3548606.3560602
LibAFLhttps://github.com/AFLplusplus/LibAFL
JIT-Picking: Differential Fuzzing of JavaScript Engines, 2022https://dl.acm.org/doi/10.1145/3548606.3560624
MC2: Rigorous and Efficient Directed Greybox Fuzzing, 2022https://dl.acm.org/doi/10.1145/3548606.3560648
Favocado: Fuzzing the Binding Code of JavaScript Engines Using Semantically Correct Test Cases, 2021https://www.ndss-symposium.org/ndss-paper/favocado-Fuzzing-the-binding-code-of-javascript-engines-using-semantically-correct-test-cases/
Favocadohttps://github.com/favocado/Favocado
WINNIE : Fuzzing Windows Applications with Harness Synthesis and Fast Cloning, 2021https://www.ndss-symposium.org/ndss-paper/winnie-Fuzzing-windows-applications-with-harness-synthesis-and-fast-cloning/
WINNIEhttps://github.com/sslab-gatech/winnie
PGFuzz: Policy-Guided Fuzzing for Robotic Vehicles, 2021https://www.ndss-symposium.org/ndss-paper/pgFuzz-policy-guided-Fuzzing-for-robotic-vehicles/
PGFuzzhttps://github.com/purseclab/PGFuzz
Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing, 2021https://www.ndss-symposium.org/ndss-paper/reinforcement-learning-based-hierarchical-seed-scheduling-for-greybox-Fuzzing/
DIFUZE: Interface Aware Fuzzing for Kernel Drivers, 2017https://acmccs.github.io/papers/p2123-corinaA.pdf
DIFUZEhttps://github.com/ucsb-seclab/difuze
Learning to Fuzz from Symbolic Execution with Application to Smart Contracts, 2019https://files.sri.inf.ethz.ch/website/papers/ccs19-ilf.pdf
Matryoshka: Fuzzing deeply nested branches, 2019https://web.cs.ucdavis.edu/~hchen/paper/chen2019matryoshka.pdf
Hawkeye: Towards a Desired Directed Grey-box Fuzzer, 2018https://chenbihuan.github.io/paper/ccs18-chen-hawkeye.pdf
IMF: Inferred Model-based Fuzzer, 2017http://daramg.gift/paper/han-ccs2017.pdf
SemFuzz: Semantics-based Automatic Generation of Proof-of-Concept Exploits, 2017https://www.informatics.indiana.edu/xw7/papers/p2139-you.pdf
Directed Greybox Fuzzing, 2017https://dl.acm.org/citation.cfm?id=3134020
SlowFuzz: Automated Domain-Independent Detection of Algorithmic Complexity Vulnerabilities, 2017https://arxiv.org/pdf/1708.08437.pdf
DIFUZE: Interface Aware Fuzzing for Kernel Drivers, 2017https://acmccs.github.io/papers/p2123-corinaA.pdf
DIFUZEhttps://github.com/ucsb-seclab/difuze
https://github.com/secnotes/Fuzzing-tutorial#tools
https://github.com/secnotes/Fuzzing-tutorial#变异器
Radamsahttps://gitlab.com/akihe/radamsa
zzufhttps://github.com/samhocevar/zzuf
https://github.com/secnotes/Fuzzing-tutorial#二进制
afl-unicorn: Fuzzing The 'UnFuzzable' https://www.youtube.com/watch?v=OheODvF0884
Battellehttps://www.battelle.org/cyber
中文字幕https://www.bilibili.com/video/av83051615/
工具https://github.com/Battelle/afl-unicorn
Intriguer: Field-Level Constraint Solving for Hybrid Fuzzinghttps://dl.acm.org/doi/10.1145/3319535.3354249
Intriguerhttps://github.com/seclab-yonsei/intriguer
UnicoreFuzz: On the Viability of Emulation for Kernelspace Fuzzinghttps://www.usenix.org/system/files/woot19-paper_maier.pdf
unicoreFuzzhttps://github.com/fgsect/unicoreFuzz
libFuzzerhttp://llvm.org/docs/LibFuzzer.html
HonggFuzzhttps://github.com/google/honggFuzz
syzkallerhttps://github.com/google/syzkaller
frida-Fuzzerhttps://github.com/andreafioraldi/frida-Fuzzer
winaflhttps://github.com/googleprojectzero/winafl
trinityhttps://github.com/kernelslacker/trinity
NtCall64https://github.com/hfiref0x/NtCall64
kDriver-Fuzzerhttps://github.com/k0keoyo/kDriver-Fuzzer
Fuzzballhttps://github.com/bitblaze-Fuzzball/Fuzzball
https://github.com/secnotes/Fuzzing-tutorial#api协议
Sulleyhttps://github.com/OpenRCE/sulley
BooFuzzhttps://github.com/jtpereyda/booFuzz
BooFuzzhttps://github.com/jtpereyda/booFuzz
Sulleyhttps://github.com/OpenRCE/sulley
Fuzzowskihttps://github.com/nccgroup/Fuzzowski
Peachhttps://github.com/MozillaSecurity/peach
Defensicshttps://www.synopsys.com/software-integrity/security-testing/Fuzz-testing.html
bsSTORMhttps://beyondsecurity.com/bestorm-and-the-sdl.html?cn-reloaded=1
API-Fuzzerhttps://github.com/Fuzzapi/API-Fuzzer
domatohttps://github.com/googleprojectzero/domato
https://github.com/secnotes/Fuzzing-tutorial#固件
SHiFT: Semi-hosted Fuzz Testing for Embedded Applications, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/mera
SHiFThttps://github.com/RiS3-Lab/SHiFT
MultiFuzz: A Multi-Stream Fuzzer For Testing Monolithic Firmware, 2024https://www.usenix.org/conference/usenixsecurity24/presentation/chesser
Fuzzwarehttps://github.com/MultiFuzz/MultiFuzz
LABRADOR: Response Guided Directed Fuzzing for Black-box IoT Devices, 2024https://www.computer.org/csdl/proceedings-article/sp/2024/313000a127/1Ub23HQTJ1C
Hangtian Liuhttps://www.computer.org/csdl/search/default?type=author&givenName=Hangtian&surname=Liu
Poster: Combining Fuzzing with Concolic Execution for IoT Firmware Testing, 2023https://dl.acm.org/doi/10.1145/3576915.3624373
Forming Faster Firmware Fuzzers, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/seidel
SAFIREFuzzhttps://github.com/pr0me/SAFIREFuzz
FirmSolo: Enabling dynamic analysis of binary Linux-based IoT kernel modules, 2023https://www.usenix.org/conference/usenixsecurity23/presentation/angelakopoulos
FirmSole https://github.com/BUseclab/FirmSolo
Fuzzware: Using Precise MMIO Modeling for Effective Firmware Fuzzing, 2022https://www.usenix.org/conference/usenixsecurity22/presentation/scharnowski
Fuzzwarehttps://github.com/Fuzzware-Fuzzer/Fuzzware
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference, 2021https://www.usenix.org/conference/usenixsecurity21/presentation/zhou
μEmuhttps://github.com/MCUSec/uEmu
IOTFuzzER: Discovering Memory Corruptions in IoT Through App-based Fuzzinghttps://www.ndss-symposium.org/wp-content/uploads/2018/02/ndss2018_01A-1_Chen_paper.pdf
IOTFuzzerhttps://github.com/zyw-200/IOTFuzzer_Full
FIRM-AFL: High-Throughput Greybox Fuzzing of IoT Firmware via Augmented Process Emulationhttps://www.usenix.org/conference/usenixsecurity19/presentation/zheng
FIRM-AFLhttps://github.com/zyw-200/FirmAFL
FIRMCORN: Vulnerability-Oriented Fuzzing of IoT Firmware via Optimized Virtual Executionhttps://ieeexplore.ieee.org/document/8990098
IEEE Accesshttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639
FIRMCORNhttps://github.com/FIRMCORN-Fuzzing/FIRMCORN
https://github.com/secnotes/Fuzzing-tutorial#blogs
AFL漏洞挖掘技术漫谈（一）：用AFL开始你的第一次Fuzzinghttps://www.freebuf.com/articles/system/191543.html
AFL漏洞挖掘技术漫谈（二）：Fuzz结果分析和代码覆盖率https://www.freebuf.com/articles/system/197678.html
深入分析 afl / qemu-mode(qemu模式) / afl-unicorn 编译及安装存在的问题以及相应的解决方案https://blog.csdn.net/song_lee/article/details/105082092
AFL二三事——源码分析（上篇）https://xz.aliyun.com/t/10315
AFL二三事——源码分析（下篇）https://xz.aliyun.com/t/10316
IoT 设备网络协议 Fuzz 测试工具booFuzz实战https://blog.csdn.net/song_lee/article/details/104334096
Fuzz实战之libFuzzerhttps://www.secpulse.com/archives/71898.html
深入探究文件Fuzz工具之Peach实战https://www.freebuf.com/sectool/120650.html
工控网络协议 Fuzz 测试：用peach对modbus协议进行 Fuzz 测试https://cloud.tencent.com/developer/article/1093368
Peach原理简介与实战：以Fuzz Web API为例https://www.freebuf.com/sectool/219584.html
内核漏洞挖掘技术系列(1)——trinityhttps://xz.aliyun.com/t/4760
内核漏洞挖掘技术系列(2)——bochspwnhttps://xz.aliyun.com/t/4800
内核漏洞挖掘技术系列(3)——bochspwn-reloaded(1)https://xz.aliyun.com/t/4921
内核漏洞挖掘技术系列(3)——bochspwn-reloaded(2)https://xz.aliyun.com/t/4932
内核漏洞挖掘技术系列(4)——syzkaller(1)https://xz.aliyun.com/t/5079
Syzkaller入门知识总结https://www.freebuf.com/sectool/323886.html
从0开始Fuzzing之旅: 使用Syzkaller进行Linux驱动漏洞挖掘https://www.freebuf.com/sectool/285699.html
从0到1开始使用syzkaller进行Linux内核漏洞挖掘https://bbs.pediy.com/thread-265405.htm
Fuzzing a Pixel 3a Kernel with Syzkallerhttps://blog.senyuuri.info/2020/04/16/Fuzzing-a-pixel-3a-kernel-with-syzkaller/
基于 Unicorn 和 LibFuzzer 的模拟执行 Fuzzinghttp://galaxylab.com.cn/%e5%9f%ba%e4%ba%8eunicorn%e5%92%8clibFuzzer%e7%9a%84%e6%a8%a1%e6%8b%9f%e6%89%a7%e8%a1%8cFuzzing/
uniFuzzerhttps://github.com/PAGalaxyLab/uniFuzzer
IoT固件Rehosting综述https://www.freebuf.com/articles/endpoint/335783.html
https://github.com/secnotes/Fuzzing-tutorial#contribute
贡献指南https://github.com/secnotes/Fuzzing-tutorial/blob/main/CONTRIBUTING.md
https://github.com/secnotes/Fuzzing-tutorial#license
http://creativecommons.org/licenses/by-sa/4.0/
知识共享署名-相同方式共享 4.0 国际许可协议http://creativecommons.org/licenses/by-sa/4.0/
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