Alternatives and similar repositories for LLM4S2

Users that are interested in LLM4S2 are comparing it to the libraries listed below

• occia / fuzzdrivergpt
  A GPT-Based Fuzz Driver Generator
  ☆46Updated last year
• EdPuth / LLMs-based-Fuzzer-Survey
  This repo list the core literature in the field of fuzzing test, large language model, and LLM-based fuzzer. Most of papers are selected …
  ☆54Updated last year
• bajinsheng / SGFuzz
  ☆96Updated 2 years ago
• ymirsky / VulChecker
  A deep learning model for localizing bugs in C/C++ source code (USENIX'23)
  ☆152Updated 2 years ago
• puppet-meteor / MINER
  MINER provided by the paper "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing"
  ☆40Updated 2 years ago
• for-just-we / CodeAnalyzer
  tool of llm-based indirect-call analyzer
  ☆30Updated 5 months ago
• cuhk-seclab / SelectFuzz
  ☆70Updated last year
• Tricker-z / TPLite
  ISSTA'23 - Third-party Library Dependency for Large-scale SCA in the C/C++ Ecosystem: How Far Are We?
  ☆30Updated 2 years ago
• asmitaj08 / FuzzingBusyBox_LLM
  ☆18Updated last year
• puppet-meteor / EMS
  EMS provided by the paper "EMS: History-Driven Mutation for Coverage-based Fuzzing"
  ☆34Updated 2 years ago
• 5hadowblad3 / Titan
  Research artifact for Oakland (S&P) 2024, "Titan: Efficient Multi-target Directed Greybox Fuzzing"
  ☆55Updated 5 months ago
• fengjixuchui / BugDetectionPaper
  Recent Paper About Bug Detection
  ☆31Updated 5 years ago
• Hustcw / VulBench
  This is a benchmark for evaluating the vulnerability discovery ability of automated approaches including Large Language Models (LLMs), de…
  ☆70Updated 8 months ago
• QGrain / SyzGPT
  [ISSTA 2025] Unlocking Low Frequency Syscalls in Kernel Fuzzing with Dependency-Based RAG
  ☆38Updated 3 weeks ago
• NESA-Lab / FirmSecDataset
  FirmSec Dataset
  ☆38Updated 2 years ago
• waugustus / CarpetFuzz
  An NLP-based fuzzing assitance tool for generating valid option combinations.
  ☆48Updated last month
• diewufeihong / SLIME
  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
• TUDA-SSL / DARWIN
  Code for the NDSS'23 paper "DARWIN: Survival of the Fittest Fuzzing Mutators"
  ☆29Updated 2 years ago
• FuzzAnything / PromptFuzz
  PromtFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' promp…
  ☆281Updated 2 weeks ago
• seclab-fudan / FirmRec
  ☆37Updated 3 months ago
• Immor278 / Snipuzz-py
  ☆20Updated 3 years ago
• huhusmang / Awesome-LLMs-for-Vulnerability-Detection
  Awesome Large Language Models for Vulnerability Detection
  ☆217Updated this week
• NSSL-SJTU / SFuzz
  ☆89Updated 4 months ago
• OwenSanzas / LLM-For-Software-Security
  Hey folks, this is a repository for papers on LLM for Vuln. Detection area
  ☆56Updated 4 months ago
• MoonLight-SteinsGate / EcoFuzz
  EcoFuzz-An adaptive energy-saving greybox fuzzer
  ☆53Updated 5 years ago
• vul337 / StateFuzz
  StateFuzz: System Call-Based State-Aware Linux Driver Fuzzing
  ☆96Updated last year
• Jamrot / ChatGPT-Vulnerability-Management
  ☆19Updated 11 months ago
• unifuzz / unibench
  20 benchmark programs
  ☆48Updated 4 years ago
• Stab1el / BAGUA
  ☆12Updated 2 years ago
• ChatAFLndss / ChatAFL
  Large Language Model guided Protocol Fuzzing (NDSS'24)
  ☆348Updated last month