https://arxiv.org/abs/2411.18143
[2411.18143] Harnessing Large Language Models for Seed Generation in Greybox Fuzzing
Abstract page for arXiv paper 2411.18143: Harnessing Large Language Models for Seed Generation in Greybox Fuzzing
large language models
https://usetrident.xyz/
Trident, the first fuzzing framework for Solana programs written in Rust
Start using Trident to prevent vulnerabilities in your Solana programs and ship secure code to production faster. Created by Ackee Blockchain Security.
the firsttridentfuzzingframework
https://github.com/cispa/RISCover
GitHub - cispa/RISCover: Differential CPU fuzzing framework from the paper "RISCover: Automatic...
Differential CPU fuzzing framework from the paper
from the papergithubcispariscoverdifferential
https://puyallup-community-baptist-church-11843.iamarrows.com/deck-pressure-washing-deerfield-beach-avoiding-fuzzing-and-splintering
Deck Pressure Washing Deerfield Beach: Avoiding Fuzzing and Splintering | Iamarrows
pressure washingdeerfield beachdeckavoidingfuzzing
https://blog.swiecki.net/2018/01/fuzzing-tcp-servers.html
Fuzzing TCP servers
Intro The architectures of software fuzzing setups that authors of security fuzzing tools had originally implemented were fairly simple. I...
fuzzingtcpservers
https://introspector.oss-fuzz.com/function-profile?project=gnupg&function=one_file
Fuzzing | Project Profile
fuzzingprojectprofile
https://shazzer.co.uk/profile?id=69daa21af85a88bcbb7df6a2
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://software.imdea.org/careers/2026-04-intern-netfuzz/
Internship in LLM-Assisted Network Protocol Fuzzing - The IMDEA Software Institute
Madrid Institute for Advanced Studies in Software Development Technologies
network protocolinternshipllmassisted
https://introspector.oss-fuzz.com/function-profile?function=google.auth.aio.transport.sessions.AsyncAuthorizedSession.request&project=g-api-resource-manager
Fuzzing | Project Profile
fuzzingprojectprofile
https://shazzer.co.uk/?orderBy=likes&orderDirection=asc&id=68d4f793bcba69fb2ba8460f
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://fuchsia.googlesource.com/third_party/glib/+/3360993402d366b827b780e369e7b9c6eb9b26cd/fuzzing/fuzz_paths.c
fuzzing/fuzz_paths.c - third_party/glib - Git at Google
third partyfuzzingpathscglib
https://go.dev/blog/fuzz-beta
Fuzzing is Beta Ready - The Go Programming Language
Native Go fuzzing is now ready for beta testing on tip.
go programmingfuzzingbetareadylanguage
https://2ourc3.com/posts/harnessing/
Harnessing Libraries for Effective Fuzzing | 2ourc3
Jan 15, 2026 - Harnessing Libraries for Effective Fuzzing Introduction Every security researcher or fuzzer enthusiast dreams of a program that takes a file as input, achieves...
librarieseffectivefuzzing
https://introspector.oss-fuzz.com/function-profile?function=cel%3A%3AParseWithTestMacros&project=cel-cpp
Fuzzing | Project Profile
fuzzingprojectprofile
https://insinuator.net/tag/fuzzing/
fuzzing – Insinuator.net
fuzzing
https://projectzero.google/2026/03/mutational-grammar-fuzzing.html
On the Effectiveness of Mutational Grammar Fuzzing - Project Zero
Mutational grammar fuzzing is a fuzzing technique in which the fuzzer uses a predefined grammar that describes the structure of the samples. When a sample ge...
on theeffectivenessgrammarfuzzingproject
https://shazzer.co.uk/?orderBy=type&orderDirection=asc&id=68225e1263e4b33c597050db
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://introspector.oss-fuzz.com/project-profile?project=hunspell
Fuzzing | Project Profile
fuzzingprojectprofile
https://www.fortra.com/resources/guides/the-importance-of-black-box-fuzzing-in-key-industries-guide
The Importance of Black Box Fuzzing in Key Industries Guide
Explore the critical industries that rely on Black Box Fuzzing tools to secure their connected smart devices.
the importanceblack boxkey industriesfuzzingguide
https://introspector.oss-fuzz.com/function-profile?function=parseHttpHeader%3CPistache%3A%3AHttp%3A%3AHeader%3A%3AHost%3E%28std%3A%3A__1%3A%3Abasic_string%3Cchar%2Cstd%3A%3A__1%3A%3Achar_traits%3Cchar%3E%2Cstd%3A%3A__1%3A%3Aallocator%3Cchar%3E%3Econst%26%29%3A%3A%7Blambda%28%29%231%7D%3A%3Aoperator%28%29%28%29const&project=pistache
Fuzzing | Project Profile
fuzzingprojectprofile
https://introspector.oss-fuzz.com/function-profile?function=evhttp_parse_request_line&project=tor
Fuzzing | Project Profile
fuzzingprojectprofile
https://www.ndss-symposium.org/ndss-paper/pgfuzz-policy-guided-fuzzing-for-robotic-vehicles/
PGFUZZ: Policy-Guided Fuzzing for Robotic Vehicles - NDSS Symposium
robotic vehiclespolicyguidedfuzzingndss
https://blog.pepelux.org/tag/sulley-framework-fuzzing/
Sulley framework fuzzing archivos - Pepelux blog
sulleyframeworkfuzzingarchivosblog
https://introspector.oss-fuzz.com/function-profile?function=QUtil%3A%3Aread_file_into_string%28_IO_FILE%2A%2Cstd%3A%3A__1%3A%3Abasic_string_view%3Cchar%2Cstd%3A%3A__1%3A%3Achar_traits%3Cchar%3E%3E%29&project=qpdf
Fuzzing | Project Profile
fuzzingprojectprofile
https://conf.researchr.org/details/icst-2024/nexta-2024-papers/6/Automated-Hybrid-Fuzzing-of-Web-APIs
Automated Hybrid Fuzzing of Web APIs (NEXTA 2024) - ICST 2024
7th IEEE Workshop on NEXt level of Test Automation Co-located with the IEEE International Conference on Software Testing, Verification, and Validation (ICST...
web apisautomatedhybridfuzzingicst
https://www.ndss-symposium.org/ndss-paper/rtcon-context-adaptive-function-level-fuzzing-for-rtos-kernels/
RTCON: Context-Adaptive Function-Level Fuzzing for RTOS Kernels - NDSS Symposium
contextadaptivefunctionlevel
https://jgasteiz.com/
Fuzzing the Web
fuzzingweb
https://netsec.ccert.edu.cn/publications/sec23-ddrace
DDRace: Finding Concurrency UAF Vulnerabilities in Linux Drivers with Directed Fuzzing - NISL@THU
Aug 9, 2023 - Finding concurrency UAF vulnerabilities in Linux drivers with directed fuzzing.
https://golangweekly.com/issues/417
Issue #417: Fuzzing: an introduction, plus updates coming to 1.19. — Go Weekly
Go Weekly Issue #417: Fuzzing: an introduction, plus updates coming to 1.19.
https://2023.esec-fse.org/details/fse-2023-research-papers/67/Revisiting-Neural-Program-Smoothing-for-Fuzzing
Revisiting Neural Program Smoothing for Fuzzing (ESEC/FSE 2023 - Research Papers) - ESEC/FSE 2023
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) is an internationally renowned forum...
revisitingneuralprogramsmoothing
https://shazzer.co.uk/?orderBy=type&orderDirection=asc&id=67a12cb549019e96f8cc6774
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://security.googleblog.com/2011/08/fuzzing-at-scale.html?showComment=1316653802326&hl=fr_CA
Google Online Security Blog: Fuzzing at scale
Posted by Chris Evans, Matt Moore and Tavis Ormandy, Google Security Team One of the exciting things about working on security at Google...
online securitygoogleblogfuzzingscale
https://fuzzing.in/mastering-fuzzing-agenda.html
Mastering Linux Fuzzing: Kernel & IoT | Fuzzing.in
Advanced Linux fuzzing training agenda covering custom mutators, network protocol fuzzing, Kernel fuzzing with Syzkaller, and IoT firmware analysis.
masteringlinuxfuzzingkerneliot
https://lists.llvm.org/pipermail/llvm-dev/2017-August/116978.html
[llvm-dev] how to auto-report LLVM bugs found by fuzzing?
how toreport bugsllvmdevauto
https://www.darknet.org.uk/2025/09/aipentestkit-ai-augmented-red-team-toolkit-for-recon-fuzzing-and-payload-generation/
AIPentestKit - AI-Augmented Red Team Toolkit for Recon, Fuzzing and Payload Generation
AIPentestKit bundles AI helpers for red teams: Burp plugins, payload and wordlist generators, webshell bypass tools and a tasklist analyzer driven by LLMs.
red team
https://vuln.shellcoder.party/tags/fuzzing/
Tag: Fuzzing | Vulnerability Disclosure
Namaste.You can know about me at my portfolio.I follow my own Vulnerability Disclosure Policy.Most of my work is listed here.
tagfuzzingvulnerabilitydisclosure
https://fuzzinglabs.com/ringzer0-zer0-gravity-2023-browser-fuzzing/
RingZer0 2023 - Practical Browser Fuzzing Training
Jun 8, 2025 - Join us during Zer0 Gravity 2023 by ringzer0 ! We are giving a 4-days training about Browser Fuzzing including DOM and WebAssembly VM fuzzing
practicalbrowserfuzzingtraining
https://www.atlantis-press.com/proceedings/fmsmt-17/25875537
A Vulnerability Mining System Based on Fuzzing for IEC 61850 Protocol | Atlantis Press
In this paper, we proposed an effective vulnerability mining system for IEC61850 protocol in the Smart Grid. First of all, we introduce the basic structures...
https://ads.mobilehackinglab.com/ads/userland-fuzzing.html
Android Userland Fuzzing & Exploitation | Mobile Hacking Lab
Find and exploit 0-click vulnerabilities in Android's native layer. Fuzz with AFL++ and libfuzzer, debug with GDB, develop working exploits on real targets...
mobile hackingandroiduserlandfuzzingexploitation
https://introspector.oss-fuzz.com/function-profile?function=H5HL__cache_prefix_deserialize&project=hdf5
Fuzzing | Project Profile
fuzzingprojectprofile
https://gynvael.coldwind.pl/?id=483
PDF fuzzing and Adobe Reader 9.5.1 and 10.1.3 multiple critical vulnerabilities -...
https://dawn.googlesource.com/dawn/+/refs/heads/chromium/6147/docs/dawn/fuzzing.md
Fuzzing Dawn
fuzzingdawn
https://introspector.oss-fuzz.com/project-profile?project=edk2
Fuzzing | Project Profile
fuzzingprojectprofile
https://orangecon.nl/trainings/t7_fuzzing
OrangeCon - T7: End-to-End Advanced Fuzzing on Linux/Unix: From Harness Design to Binary-Only...
The training page for the OrangeCon cybersecurity training End-to-End Advanced Fuzzing on UNIX: From Harness Design to Binary-Only Targets
https://introspector.oss-fuzz.com/project-profile?project=git
Fuzzing | Project Profile
fuzzingprojectprofile
https://joshua.hu/aflplusplus-fuzzing-scripting-languages-natively
Fuzzing scripting languages' interpreters' native functions using AFL++ to find memory corruption...
Jun 27, 2024 - Learn to fuzz scripting languages like Pike using AFL++. Discover how to hook internal C functions via scripts to find memory corruption and interpreter bugs.
scripting languages
https://github.com/ajinabraham/Droid-Application-Fuzz-Framework
GitHub - ajinabraham/Droid-Application-Fuzz-Framework: Android application fuzzing framework with...
Android application fuzzing framework with fuzzers and crash monitor. - ajinabraham/Droid-Application-Fuzz-Framework
githubdroidapplicationfuzzframework
https://linuxsecurity.expert/tools/afl/
Afl review (fuzzing tool) - Linux Security Expert
American fuzzy lop, or afl, is a security-oriented fuzzer. It helps with testing software to find unexpected results within applications.
linux securityaflreviewfuzzingtool
https://security.googleblog.com/2011/08/fuzzing-at-scale.html?showComment=1313420046557&hl=fr
Google Online Security Blog: Fuzzing at scale
Posted by Chris Evans, Matt Moore and Tavis Ormandy, Google Security Team One of the exciting things about working on security at Google...
online securitygoogleblogfuzzingscale
https://www.fortra.com/products/black-box-fuzzing/protocols/dynamic-fuzzing-testing-internet-content-adaptation-protocol-icap
Dynamic Testing (Fuzzing) on the Internet Content Adaptation Protocol (ICAP) by BeSTORM | Fortra
Secure Internet Content Adaption Protocol with beSTORM's dynamic testing. Ensure reliability and security effortlessly with Fortra.
on the internet
https://introspector.oss-fuzz.com/function-profile?function=LibRaw%3A%3Aidentify_finetune_dcr&project=libraw
Fuzzing | Project Profile
fuzzingprojectprofile
https://fuchsia.googlesource.com/third_party/glib/+/3360993402d366b827b780e369e7b9c6eb9b26cd/fuzzing/fuzz_uri_parse.c
fuzzing/fuzz_uri_parse.c - third_party/glib - Git at Google
third partyfuzzinguriparsec
https://opentelemetry.io/blog/2024/fuzzing-audit-results/
OpenTelemetry Collector Completes Fuzzing Audit | OpenTelemetry
OpenTelemetry is happy to announce the completion of the Collector’s fuzzing audit sponsored by the CNCF and carried out by Ada Logics. The audit marks a...
opentelemetry collectorcompletesfuzzingaudit
https://olympix.security/blog/from-input-testing-to-economic-verification-the-evolution-of-smart-contract-fuzzing
From Input Testing to Economic Verification: The Evolution of Smart Contract Fuzzing | Olympix.ai
Discover why traditional fuzzing fails for DeFi protocols and how economic invariant fuzzing tests system behavior to catch billion-dollar exploits before they...
https://introspector.oss-fuzz.com/function-profile?function=sparse_open&project=e2fsprogs
Fuzzing | Project Profile
fuzzingprojectprofile
https://getrecon.xyz/blog/lending-reentrancy-postmortem-invariants-caught-it
Lending Protocol Reentrancy Postmortem: How Invariant Testing Found What Fuzzing Missed | Recon
Apr 6, 2026 - A technical postmortem of a reentrancy attack on a DeFi lending protocol. Traditional fuzzing missed it. Invariant testing with Recon caught it in 90 seconds....
https://rustc-dev-guide.rust-lang.org/fuzzing.html
Fuzzing - Rust Compiler Development Guide
A guide to developing the Rust compiler (rustc)
rust compilerfuzzingdevelopmentguide
https://introspector.oss-fuzz.com/project-profile?project=rich
Fuzzing | Project Profile
fuzzingprojectprofile
https://introspector.oss-fuzz.com/function-profile?function=piex%3A%3AGetOrientation%28piex%3A%3AStreamInterface%2A%2Cunsignedint%2A%29&project=piex
Fuzzing | Project Profile
fuzzingprojectprofile
https://introspector.oss-fuzz.com/function-profile?function=setupMulticastRequest&project=open62541
Fuzzing | Project Profile
fuzzingprojectprofile
https://www.invicti.com/blog/security-labs/brainstorm-tool-release-optimizing-web-fuzzing-with-local-llms
Brainstorm Tool Release: Optimizing Web Fuzzing With Local LLMs
Brainstorm is a new, smarter web fuzzing tool that combines local LLM models and ffuf to optimize directory and file discovery
tool releasebrainstormoptimizingwebfuzzing
https://introspector.oss-fuzz.com/function-profile?function=requests.models.Response.apparent_encoding&project=looker-sdk
Fuzzing | Project Profile
fuzzingprojectprofile
https://openssf.org/technical-initiatives/fuzzing/
Fuzzing – Open Source Security Foundation
open source securityfuzzingfoundation
https://pigweed.googlesource.com/third_party/github/bazelbuild/rules_fuzzing/+/facdeb5b20def33a8e2a823ef4a29441468be8a8
facdeb5b20def33a8e2a823ef4a29441468be8a8 - third_party/github/bazelbuild/rules_fuzzing - Git at...
third partygithubrulesfuzzing
https://bugzilla.mozilla.org/show_bug.cgi?id=1511599
1511599 - Allow the JS shell to dump core when run as suid/sgid for fuzzing
RESOLVED (choller) in Core - JavaScript Engine. Last updated 2018-12-18.
https://pigweed.googlesource.com/third_party/github/bazelbuild/rules_fuzzing/+/fc4aeb1fde3dfe771ee29e5a8e9ecd4ee38edea2/fuzzing/private/fuzz_test.bzl
fuzzing/private/fuzz_test.bzl - third_party/github/bazelbuild/rules_fuzzing - Git at Google
https://elitedev.in/rust/how_to_build_comprehensive_rust_testing_from_unit_tests_to_fuzzing_and_performance_benchmarks/
How to Build Comprehensive Rust Testing: From Unit Tests to Fuzzing and Performance Benchmarks
how to build
https://pigweed.googlesource.com/third_party/github/bazelbuild/rules_fuzzing/+/refs/heads/upstream/centipede-initial-integration/fuzzing/engines/libfuzzer_launcher.sh
fuzzing/engines/libfuzzer_launcher.sh - third_party/github/bazelbuild/rules_fuzzing - Git at Google
https://roots.ec/talks/weber2022cpu/
CPU Fuzzing: Automatic Discovery of Microarchitectural Attacks | Rootsec
Security research group focusing on microarchitectural side-channel attacks and system security. We investigate vulnerabilities in CPUs, operating systems, and...
discovery ofmicroarchitectural attackscpufuzzingautomatic
https://shazzer.co.uk/?orderBy=name&orderDirection=asc&id=661dae330a705f49c27b8ab4
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://sunnyland-446.trexgame.net/deck-pressure-washing-deerfield-beach-avoiding-fuzzing-and-splintering
Deck Pressure Washing Deerfield Beach: Avoiding Fuzzing and Splintering | Trexgame
pressure washingdeerfield beachdeckavoidingfuzzing
https://fuzzinglabs.com/telecom-4g-volte-5g-security-fuzzing/
Telecom 4G/VoLTE/5G Security & Fuzzing | Fuzzing Labs
Sep 22, 2024 - We help our clients to find bugs in 4G/VoLTE/5G core networks using fuzzing. Our fuzzer already found multiple zero-day in telecom software.
telecomvoltesecurityfuzzinglabs
https://conf.researchr.org/details/icse-2026/icse-2026-research-track/137/StorFuzz-Using-Data-Diversity-to-Overcome-Fuzzing-Plateaus
StorFuzz: Using Data Diversity to Overcome Fuzzing Plateaus (ICSE 2026 - Research Track) - ICSE 2026
ICSE, the IEEE/ACM International Conference on Software Engineering, is the premier software engineering conference. It will be held April 12-18 2026 in Rio de...
using data
https://www.msoos.org/2013/08/my-sat-solver-fuzzing-setup/
My SAT solver fuzzing setup | Wonderings of a SAT geek
my satsolverfuzzingsetupwonderings
https://crosvm.dev/doc/fuse/fuzzing/struct.NullMapper.html
NullMapper in fuse::fuzzing - Rust
API documentation for the Rust `NullMapper` struct in crate `fuse`.
fusefuzzingrust
https://introspector.oss-fuzz.com/function-profile?project=xmlsec&function=xmlParseURIRaw
Fuzzing | Project Profile
fuzzingprojectprofile
https://www.usenix.org/conference/usenixsecurity22/presentation/krupp
AmpFuzz: Fuzzing for Amplification DDoS Vulnerabilities | USENIX
fuzzingamplificationddosvulnerabilitiesusenix
https://fuchsia.googlesource.com/fuchsia/+/refs/heads/main/build/fuzzing/OWNERS?autodive=0%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F
build/fuzzing/OWNERS - fuchsia - Git at Google
buildfuzzingownersfuchsiagit
https://introspector.oss-fuzz.com/function-profile?project=libsoup&function=main
Fuzzing | Project Profile
fuzzingprojectprofile
https://shazzer.co.uk/?orderBy=likes&orderDirection=asc&id=661586e658e2521c794e47d5
Shazzer - Shared online fuzzing
An app to enable to fuzz all sorts of browser behaviour. Share your fuzz results with the world and discover new bugs!
sharedonlinefuzzing
https://introspector.oss-fuzz.com/function-profile?function=voidmu%3A%3AParserBase%3A%3ADefineFunUserData%3Cdouble%28%2A%29%28void%2A%2Ccharconst%2A%2Cdouble%29%3E%28std%3A%3A__1%3A%3Abasic_string%3Cchar%2Cstd%3A%3A__1%3A%3Achar_traits%3Cchar%3E%2Cstd%3A%3A__1%3A%3Aallocator%3Cchar%3E%3Econst%26%2Cdouble%28%2A%29%28void%2A%2Ccharconst%2A%2Cdouble%29%2Cvoid%2A%2Cbool%29&project=muparser
Fuzzing | Project Profile
fuzzingprojectprofile
https://blog.fuzzing-project.org/categories/1-advisories
advisories | The Fuzzing Project
advisoriesfuzzingproject
https://introspector.oss-fuzz.com/function-profile?project=open62541&function=main
Fuzzing | Project Profile
fuzzingprojectprofile
https://introspector.oss-fuzz.com/function-profile?project=trafficserver&function=parse_number
Fuzzing | Project Profile
fuzzingprojectprofile
https://adalogics.com/blog/fuzzing-100-open-source-projects-with-oss-fuzz
Fuzzing 100+ open source projects with OSS-Fuzz - lessons learned. - Ada Logics
open source projects
https://introspector.oss-fuzz.com/function-profile?function=mock_directory_initiate_request&project=tor
Fuzzing | Project Profile
fuzzingprojectprofile
https://introspector.oss-fuzz.com/project-profile?project=msgpack-python
Fuzzing | Project Profile
fuzzingprojectprofile
https://fuchsia.googlesource.com/fuchsia/+show/refs/heads/main/docs/development/testing/fuzzing/overview.md
docs/development/testing/fuzzing/overview.md - fuchsia - Git at Google
docsdevelopmenttestingfuzzingoverview
https://introspector.oss-fuzz.com/project-profile?project=cloud-custodian
Fuzzing | Project Profile
fuzzingprojectprofile
https://fuzzing.in/training-agenda.html
Practical Fuzzing Workshop: From Zero to 0-Day | Fuzzing.in
A 3-day hands-on training agenda covering Linux and Windows fuzzing, vulnerability analysis, crash triaging, and advanced techniques with AFL++ and WinAFL.
from zeropracticalfuzzingworkshopday
https://www.covulor.com/tags/fuzzing/
fuzzing - Tags | COVULOR
COVULOR: Community Vulnerability Lab Operations Repository - DevSecOps Community Blog
fuzzingtags
https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.Programming.2025.8
Fuzzing as Editor Feedback
as editorfuzzingfeedback
https://pkg.go.dev/erix.dev/etc/quic-go-custom/fuzzing/handshake/cmd
cmd command - erix.dev/etc/quic-go-custom/fuzzing/handshake/cmd - Go Packages
go customcmdcommanderixdev
https://rjp.io/blog/2025-06-17-unreasonable-effectiveness-of-fuzzing
The Unreasonable Effectiveness of Fuzzing for Porting Programs
unreasonableeffectivenessfuzzingportingprograms
https://treywoodlief.com/publication/2022-5-29-semantic-image-fuzzing
Semantic Image Fuzzing of AI Perception Systems - Trey Woodlief
May 29, 2022 - Perception systems enable autonomous systems to interpret raw sensor readings of the physical world. Testing of perception systems aims to reveal...
perception systemssemanticimagefuzzingai