This repo list the core literature in the field of fuzzing test, large language model, and LLM-based fuzzer. Most of papers are selected from authoritative platform such as google schlor, and was published recently. It will be helpful for the researchers who wants to develop LLMs-based fuzzer. Feel free to send a pull request.
☆56Feb 20, 2024Updated 2 years ago
Alternatives and similar repositories for LLMs-based-Fuzzer-Survey
Users that are interested in LLMs-based-Fuzzer-Survey are comparing it to the libraries listed below
Sorting:
- ☆10Jul 9, 2020Updated 5 years ago
- [AST'26] LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing☆23Dec 3, 2024Updated last year
- ☆91Sep 10, 2023Updated 2 years ago
- Large Language Model guided Protocol Fuzzing (NDSS'24)☆378Jun 30, 2025Updated 8 months ago
- ☆14Oct 11, 2017Updated 8 years ago
- ACSAC 2018 paper: Towards Automated Generation of Exploitation Primitives for Web Browsers☆15Nov 28, 2018Updated 7 years ago
- ☆20May 27, 2020Updated 5 years ago
- afl/afl++ with a hierarchical seed scheduler☆56Feb 19, 2022Updated 4 years ago
- EMS provided by the paper "EMS: History-Driven Mutation for Coverage-based Fuzzing"☆34Nov 4, 2022Updated 3 years ago
- A Semantics-Enhanced Learnable Vulnerability Detector☆44Jun 29, 2022Updated 3 years ago
- Code and artifacts of the "Dissecting American Fuzzy Lop - A FuzzBench Evaluation" paper☆13Oct 3, 2022Updated 3 years ago
- aurora-d☆20Apr 24, 2022Updated 3 years ago
- ☆22Jul 25, 2024Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆78Aug 5, 2025Updated 6 months ago
- ☆12Jun 8, 2021Updated 4 years ago
- ☆12Jun 20, 2022Updated 3 years ago
- A greybox fuzzer for continuous integration☆10Dec 15, 2023Updated 2 years ago
- SanitizerCoverage hooks and coverage reports for user-mode QEMU☆12Nov 3, 2019Updated 6 years ago
- Sensitive and Collaborative Fuzzing with AFL☆27Jul 29, 2019Updated 6 years ago
- A GPT-Based Fuzz Driver Generator☆49Nov 19, 2023Updated 2 years ago
- ☆11Aug 10, 2021Updated 4 years ago
- Exploits for various CVEs☆11Mar 19, 2022Updated 3 years ago
- [ICSE'25] Specialized Fuzzing for LLVM Backend Code Generation☆21Mar 26, 2025Updated 11 months ago
- ☆13Mar 20, 2025Updated 11 months ago
- ☆13Mar 22, 2024Updated last year
- ☆18Nov 6, 2024Updated last year
- 清羽(ClearFeather)是一款专为网络安全攻防演练设计的资产智能清洗与分类工具。它能够自动化处理攻防演练中的各类资产数据,包括IP、域名、URL等,通过结合DeepSeek API的大语言模型能力和精准的正则表达式处理,实现资产的高效识别、分类与整理。☆23May 29, 2025Updated 9 months ago
- LRSan: Detecting Lacking-Recheck Bugs in OS Kernels☆30Feb 23, 2019Updated 7 years ago
- 🌌️Fuzz4All: Universal Fuzzing with Large Language Models☆320Aug 11, 2025Updated 6 months ago