https://appsec.fyi/fuzzing.html Curated Fuzzing resources from appsec.fyi en-us Sun, 12 Apr 2026 04:12:19 +0000 carl@chs.us (Carl Sampson) https://seeinglogic.com/posts/intro-to-atheris/ https://seeinglogic.com/posts/intro-to-atheris/ Getting Started with Python Fuzzing Using Atheris Fuzzing Sat, 11 Apr 2026 16:50:30 +0000 https://blog.trailofbits.com/2025/02/14/unleashing-medusa-fast-and-scalable-smart-contract-fuzzing/ https://blog.trailofbits.com/2025/02/14/unleashing-medusa-fast-and-scalable-smart-contract-fuzzing/ Unleashing Medusa: Smart Contract Fuzzing Fuzzing Sat, 11 Apr 2026 16:50:30 +0000 https://nyxfault.github.io/posts/boofuzz/ https://nyxfault.github.io/posts/boofuzz/ Mastering Boofuzz: From Basics to Advanced Fuzzing Sat, 11 Apr 2026 16:50:29 +0000 https://appsec.guide/docs/fuzzing/rust/cargo-fuzz/ https://appsec.guide/docs/fuzzing/rust/cargo-fuzz/ cargo-fuzz - Testing Handbook Fuzzing Sat, 11 Apr 2026 16:50:28 +0000 https://blog.oss-fuzz.com/posts/introducing-llm-based-harness-synthesis-for-unfuzzed-projects/ https://blog.oss-fuzz.com/posts/introducing-llm-based-harness-synthesis-for-unfuzzed-projects/ LLM-Based Harness Synthesis for Unfuzzed Projects Fuzzing Sat, 11 Apr 2026 16:50:27 +0000 https://neodyme.io/en/blog/hyperhook/ https://neodyme.io/en/blog/hyperhook/ HyperHook: A Harnessing Framework for Nyx Fuzzing Sat, 11 Apr 2026 16:50:27 +0000 https://securitylab.servicenow.com/research/2024-10-28-jazzer-practical-tips/ https://securitylab.servicenow.com/research/2024-10-28-jazzer-practical-tips/ Practical Jazzer for the Snazzy Fuzzer Fuzzing Sat, 11 Apr 2026 16:50:26 +0000 https://team-atlanta.github.io/blog/post-crs-java-libafl-jazzer/ https://team-atlanta.github.io/blog/post-crs-java-libafl-jazzer/ Jazzer + LibAFL: Java Fuzzing Insights Fuzzing Sat, 11 Apr 2026 16:50:25 +0000 https://www.jackfromeast.site/blog/Jazzer-Fuzzer https://www.jackfromeast.site/blog/Jazzer-Fuzzer Unlocking Java Fuzzing with Jazzer Fuzzing Sat, 11 Apr 2026 16:50:24 +0000 https://appsec.guide/docs/fuzzing/c-cpp/libafl/ https://appsec.guide/docs/fuzzing/c-cpp/libafl/ LibAFL - Testing Handbook Fuzzing Sat, 11 Apr 2026 16:50:24 +0000 https://fuzzinglabs.com/fuzzing-rust-cargo-libafl/ https://fuzzinglabs.com/fuzzing-rust-cargo-libafl/ Fuzzing Rust Using Cargo-libafl Fuzzing Sat, 11 Apr 2026 16:50:23 +0000 https://aflplus.plus/libafl-book/tutorial/tutorial.html https://aflplus.plus/libafl-book/tutorial/tutorial.html LibAFL Tutorial Fuzzing Sat, 11 Apr 2026 16:50:22 +0000 https://arxiv.org/html/2501.19282v1 https://arxiv.org/html/2501.19282v1 G2Fuzz: Grammar-Aware Fuzzing with LLMs Fuzzing Sat, 11 Apr 2026 16:50:21 +0000 https://github.blog/security/vulnerability-research/bugs-that-survive-the-heat-of-continuous-fuzzing/ https://github.blog/security/vulnerability-research/bugs-that-survive-the-heat-of-continuous-fuzzing/ Bugs That Survive Continuous Fuzzing Fuzzing Sat, 11 Apr 2026 16:50:20 +0000 https://c9lab.com/blog/fuzzing-web-applications-using-ffuf-the-complete-mastery-guide/ https://c9lab.com/blog/fuzzing-web-applications-using-ffuf-the-complete-mastery-guide/ Fuzzing Web Apps using FFUF: Complete Guide Fuzzing Sat, 11 Apr 2026 16:50:20 +0000 https://danger-team.org/ffuf-mastery-advanced-web-fuzzing-techniques/ https://danger-team.org/ffuf-mastery-advanced-web-fuzzing-techniques/ FFUF Mastery: Advanced Web Fuzzing Fuzzing Sat, 11 Apr 2026 16:50:19 +0000 https://xairy.io/articles/syzkaller-external-network https://xairy.io/articles/syzkaller-external-network Looking for RCE Bugs in the Linux Kernel Fuzzing Sat, 11 Apr 2026 16:50:18 +0000 https://www.willsroot.io/2025/09/syz-summer-2025.html https://www.willsroot.io/2025/09/syz-summer-2025.html Syzkaller Summer: Fixing False Positive Soft Lockups in net/sched Fuzzing Sat, 11 Apr 2026 16:50:17 +0000 https://appsec.guide/docs/fuzzing/techniques/writing-harnesses/ https://appsec.guide/docs/fuzzing/techniques/writing-harnesses/ Writing Harnesses - Testing Handbook Fuzzing Sat, 11 Apr 2026 16:50:16 +0000 https://srlabs.de/blog/unlocking-secrets-effective-fuzzing-harness https://srlabs.de/blog/unlocking-secrets-effective-fuzzing-harness Secrets of Effective Fuzzing Harnesses Fuzzing Sat, 11 Apr 2026 16:50:16 +0000 https://srlabs.de/blog/guide-to-writing-fuzzing-harness https://srlabs.de/blog/guide-to-writing-fuzzing-harness Beginner's Guide to Writing a Fuzzing Harness Fuzzing Sat, 11 Apr 2026 16:50:15 +0000 https://bushido-sec.com/index.php/2025/01/03/fuzzing-harness-guide/ https://bushido-sec.com/index.php/2025/01/03/fuzzing-harness-guide/ The Art of Fuzzing: Harnessing Libraries Fuzzing Sat, 11 Apr 2026 16:50:14 +0000 https://appsec.guide/docs/fuzzing/c-cpp/aflpp/ https://appsec.guide/docs/fuzzing/c-cpp/aflpp/ AFL++ - Testing Handbook Fuzzing Sat, 11 Apr 2026 16:50:13 +0000 https://aflplus.plus/docs/tutorials/ https://aflplus.plus/docs/tutorials/ AFL++ Tutorials Fuzzing Sat, 11 Apr 2026 16:50:13 +0000 https://can-ozkan.medium.com/fuzzing-with-afl-exercise-1-simple-crash-7914f32f46c7 https://can-ozkan.medium.com/fuzzing-with-afl-exercise-1-simple-crash-7914f32f46c7 Fuzzing with AFL++: Exercise 1 (simple_crash) Fuzzing Sat, 11 Apr 2026 16:50:12 +0000 https://www.mdpi.com/2078-2489/17/3/218 https://www.mdpi.com/2078-2489/17/3/218 Fuzzing in Smart City IoT Ecosystems Fuzzing Fri, 10 Apr 2026 01:56:51 +0000 https://arxiv.org/html/2603.25354v1 https://arxiv.org/html/2603.25354v1 Multi-target Coverage-based Greybox Fuzzer Fuzzing Fri, 10 Apr 2026 01:56:51 +0000 https://blog.cloudflare.com/a-gentle-introduction-to-linux-kernel-fuzzing/ https://blog.cloudflare.com/a-gentle-introduction-to-linux-kernel-fuzzing/ A Gentle Introduction to Linux Kernel Fuzzing Fuzzing Fri, 10 Apr 2026 01:56:50 +0000 https://medium.com/@lachunasberme/fuzzing-cheat-sheet-afl-libfuzzer-boofuzz-windbg-and-ghidra-710faa2d8414 https://medium.com/@lachunasberme/fuzzing-cheat-sheet-afl-libfuzzer-boofuzz-windbg-and-ghidra-710faa2d8414 Fuzzing Cheat Sheet: AFL++, libFuzzer, Boofuzz, WinDBG, Ghidra Fuzzing Fri, 10 Apr 2026 01:56:49 +0000 https://www.electronicdesign.com/technologies/embedded/software/article/55369732/adacore-fuzzing-what-are-the-latest-developments https://www.electronicdesign.com/technologies/embedded/software/article/55369732/adacore-fuzzing-what-are-the-latest-developments Fuzzing: What Are the Latest Developments? Fuzzing Fri, 10 Apr 2026 01:56:48 +0000 https://link.springer.com/chapter/10.1007/978-981-95-3551-4_21 https://link.springer.com/chapter/10.1007/978-981-95-3551-4_21 A Survey of Kernel Fuzzing Fuzzing Fri, 10 Apr 2026 01:56:48 +0000 https://aviii.hashnode.dev/the-art-of-fuzzing-a-step-by-step-guide-to-coverage-guided-fuzzing-with-libfuzzer https://aviii.hashnode.dev/the-art-of-fuzzing-a-step-by-step-guide-to-coverage-guided-fuzzing-with-libfuzzer Step-by-Step Guide to Coverage-Guided Fuzzing with libFuzzer Fuzzing Fri, 10 Apr 2026 01:56:47 +0000 https://dl.acm.org/doi/10.5555/1324770 https://dl.acm.org/doi/10.5555/1324770 Fuzzing: Brute Force Vulnerability Discovery - ACM Fuzzing Fri, 10 Apr 2026 01:44:23 +0000 https://dl.acm.org/doi/10.1016/j.cose.2022.102813 https://dl.acm.org/doi/10.1016/j.cose.2022.102813 Fuzzing Vulnerability Discovery Techniques - ACM Fuzzing Fri, 10 Apr 2026 01:44:22 +0000 https://scholarworks.uark.edu/etd/6035/ https://scholarworks.uark.edu/etd/6035/ Vulnerability Discovery in ICS Using Fuzzing Fuzzing Fri, 10 Apr 2026 01:44:21 +0000 https://www.nature.com/articles/s41598-025-09777-3 https://www.nature.com/articles/s41598-025-09777-3 A Directed Greybox Fuzzer for Windows Applications Fuzzing Fri, 10 Apr 2026 01:44:20 +0000 https://link.springer.com/chapter/10.1007/978-981-95-4875-0_21 https://link.springer.com/chapter/10.1007/978-981-95-4875-0_21 GRLFuzz: Optimizing Mutation Strategies with Reinforcement Learning Fuzzing Fri, 10 Apr 2026 01:44:20 +0000 https://www.sciencedirect.com/science/article/abs/pii/S0167404822002073 https://www.sciencedirect.com/science/article/abs/pii/S0167404822002073 Fuzzing Vulnerability Discovery Techniques: Survey and Future Directions Fuzzing Fri, 10 Apr 2026 01:44:19 +0000 https://www.infocyn.com/2025/08/ultimate-resources-for-learning-fuzzing.html https://www.infocyn.com/2025/08/ultimate-resources-for-learning-fuzzing.html Ultimate Guide to Fuzzing and Exploit Development Fuzzing Fri, 10 Apr 2026 01:44:18 +0000 https://undercodetesting.com/mastering-fuzzing-for-vulnerability-research-a-practical-guide-for-red-teams-and-developers/ https://undercodetesting.com/mastering-fuzzing-for-vulnerability-research-a-practical-guide-for-red-teams-and-developers/ Mastering Fuzzing For Vulnerability Research: A Practical Guide Fuzzing Fri, 10 Apr 2026 01:44:17 +0000 https://blog.shellnetsecurity.com/posts/2025/revolutionizing-vulnerability-discovery-with-ai-powered-fuzzing/ https://blog.shellnetsecurity.com/posts/2025/revolutionizing-vulnerability-discovery-with-ai-powered-fuzzing/ Revolutionizing Vulnerability Discovery with AI-Powered Fuzzing Fuzzing Fri, 10 Apr 2026 01:44:17 +0000 https://hackerdna.com/blog/web-application-penetration-testing https://hackerdna.com/blog/web-application-penetration-testing Web Application Penetration Testing: A 2026 Guide Fuzzing Mon, 06 Apr 2026 02:03:50 +0000 https://medium.com/@xalgord/xalgorix-the-most-powerful-open-source-ai-pentesting-agent-you-need-to-know-about-35ccd23c6407 https://medium.com/@xalgord/xalgorix-the-most-powerful-open-source-ai-pentesting-agent-you-need-to-know-about-35ccd23c6407 Xalgorix: The Most Powerful Open-Source AI Pentesting Agent Fuzzing Mon, 06 Apr 2026 02:03:49 +0000 https://brightsec.com/blog/compliance-driven-appsec-buying-guide-mapping-dast-evidence-to-soc-2-and-iso-27001-workflows/ https://brightsec.com/blog/compliance-driven-appsec-buying-guide-mapping-dast-evidence-to-soc-2-and-iso-27001-workflows/ Mapping DAST Evidence to SOC 2 and ISO 27001 Workflows Fuzzing Mon, 06 Apr 2026 02:03:47 +0000 https://arxiv.org/html/2604.00702v1 https://arxiv.org/html/2604.00702v1 Enhancing REST API Fuzzing with Access Policy Violation Detection Fuzzing Mon, 06 Apr 2026 02:03:45 +0000 https://arxiv.org/html/2604.01759v1 https://arxiv.org/html/2604.01759v1 Fuzzing REST APIs in Industry: Necessary Features and Lessons Learned Fuzzing Mon, 06 Apr 2026 02:03:44 +0000 https://arxiv.org/html/2510.02694v1 https://arxiv.org/html/2510.02694v1 MALF: A Multi-Agent LLM Framework for Intelligent Fuzzing Fuzzing Fri, 03 Apr 2026 15:59:08 +0000 https://www.gocodeo.com/post/automating-app-security-with-advanced-fuzz-testing-techniques https://www.gocodeo.com/post/automating-app-security-with-advanced-fuzz-testing-techniques Automating App Security with Advanced Fuzz Testing Techniques Fuzzing Fri, 03 Apr 2026 15:59:07 +0000 https://google.github.io/clusterfuzz/reference/coverage-guided-vs-blackbox/ https://google.github.io/clusterfuzz/reference/coverage-guided-vs-blackbox/ Coverage Guided vs Blackbox Fuzzing | ClusterFuzz Fuzzing Fri, 03 Apr 2026 15:59:05 +0000 https://debugg.ai/resources/make-fuzzing-first-class-test-2025-coverage-guided-ci-cd https://debugg.ai/resources/make-fuzzing-first-class-test-2025-coverage-guided-ci-cd Make Fuzzing First-Class in CI/CD: Coverage-Guided Testing in 2025 Fuzzing Fri, 03 Apr 2026 15:59:04 +0000