Robuta

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