Alternatives and similar repositories for nanoGCG

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

• RICommunity / TAP
  TAP: An automated jailbreaking method for black-box LLMs
  ☆194Updated 11 months ago
• SheltonLiu-N / AutoDAN
  [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…
  ☆394Updated 9 months ago
• tml-epfl / llm-adaptive-attacks
  Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
  ☆360Updated 9 months ago
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆169Updated 10 months ago
• CryptoAILab / JailbreakEval
  [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
  ☆172Updated 7 months ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆169Updated last year
• JailbreakBench / jailbreakbench
  JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]
  ☆456Updated 7 months ago
• dsbowen / strong_reject
  ☆106Updated 4 months ago
• rotaryhammer / code-autodan
  An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)
  ☆44Updated last year
• Princeton-SysML / Jailbreak_LLM
  ☆188Updated last year
• arobey1 / smooth-llm
  ☆111Updated 2 years ago
• OSU-NLP-Group / AmpleGCG
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
  ☆75Updated last year
• sleeepeer / PoisonedRAG
  [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
  ☆215Updated 8 months ago
• alexandrasouly / strongreject
  Repository for "StrongREJECT for Empty Jailbreaks" paper
  ☆146Updated last year
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆146Updated last year
• centerforaisafety / HarmBench
  HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
  ☆776Updated last year
• LLM-Tuning-Safety / LLMs-Finetuning-Safety
  We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…
  ☆330Updated last year
• WhileBug / AwesomeLLMJailBreakPapers
  Awesome LLM Jailbreak academic papers
  ☆111Updated 2 years ago
• uw-nsl / ArtPrompt
  [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`
  ☆89Updated 3 months ago
• liu00222 / Open-Prompt-Injection
  This repository provides a benchmark for prompt injection attacks and defenses
  ☆333Updated 2 weeks ago
• AI45Lab / ActorAttack
  ☆111Updated 9 months ago
• Libr-AI / OpenRedTeaming
  Papers about red teaming LLMs and Multimodal models.
  ☆153Updated 5 months ago
• BHui97 / PLeak
  ☆67Updated 10 months ago
• AI-secure / DecodingTrust
  A Comprehensive Assessment of Trustworthiness in GPT Models
  ☆305Updated last year
• CryptoAILab / FigStep
  [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆178Updated 4 months ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆240Updated last year
• usail-hkust / JailTrickBench
  Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)
  ☆153Updated 11 months ago
• uiuc-kang-lab / InjecAgent
  ☆92Updated last year
• CLAS2024 / starter-kit
  ☆39Updated last year
• AI-secure / AgentPoison
  [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
  ☆163Updated 7 months ago