EdPuth / LLMs-based-Fuzzer-SurveyLinks
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.
☆54Updated last year
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:
- ☆22Updated last year
- ☆21Updated last year
- A deep learning model for localizing bugs in C/C++ source code (USENIX'23)☆156Updated 2 years ago
- ☆97Updated 3 months ago
- [CCS'24] An LLM-based, fully automated fuzzing tool for option combination testing.☆93Updated 9 months ago
- FirmSec Dataset☆46Updated 3 months ago
- An NLP-based fuzzing assitance tool for generating valid option combinations.☆51Updated 7 months ago
- A GPT-Based Fuzz Driver Generator☆49Updated 2 years ago
- Large Language Model guided Protocol Fuzzing (NDSS'24)☆370Updated 6 months ago
- [AST'26] LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing☆23Updated last year
- Firmrec is a recurring vulnerability detector for embedded firmware.☆50Updated 8 months ago
- MINER provided by the paper "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing"☆42Updated 2 years ago
- ☆90Updated 2 years ago
- This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…☆75Updated last year
- ☆31Updated last year
- CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph☆134Updated 11 months ago
- ☆72Updated last year
- tool of llm-based indirect-call analyzer☆31Updated 11 months ago
- Parsing-based Analyzer☆68Updated 7 months ago
- Hey folks, this is a repository for papers on LLM for Vuln. Detection area☆74Updated 9 months ago
- Research artifact for Oakland (S&P) 2022, "BEACON: Directed Grey-Box Fuzzing with Provable Path Pruning"☆41Updated last month
- A collection of security papers on top-tier publications☆61Updated 2 weeks ago
- [USENIX Security 25] PatchAgent is a LLM-based practical program repair agent that mimics human expertise.☆117Updated last month
- Research artifact for Oakland (S&P) 2024, "Titan: Efficient Multi-target Directed Greybox Fuzzing"☆56Updated 11 months ago
- SLIME is a novel program-sensitive fuzzer that designs multiple property-aware queues and leverages a customized Upper Confidence Bound V…☆20Updated 2 years ago
- PromtFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' promp…☆308Updated last week
- ☆48Updated last year
- HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs☆43Updated 3 years ago
- Two-Level Collaborative Fuzzing for Python Runtimes☆19Updated 2 years ago
- Policy-Guided Fuzzing for Robotic Vehicles☆41Updated 2 years ago