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
  ☆186Updated 9 months ago
• SheltonLiu-N / AutoDAN
  [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…
  ☆383Updated 8 months ago
• JailbreakBench / jailbreakbench
  JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]
  ☆422Updated 6 months ago
• tml-epfl / llm-adaptive-attacks
  Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
  ☆350Updated 8 months ago
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆166Updated 9 months ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆165Updated last year
• rotaryhammer / code-autodan
  An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)
  ☆43Updated last year
• OSU-NLP-Group / AmpleGCG
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
  ☆72Updated 11 months ago
• ThuCCSLab / JailbreakEval
  [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
  ☆170Updated 6 months ago
• 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…
  ☆324Updated last year
• dsbowen / strong_reject
  ☆100Updated 3 months ago
• arobey1 / smooth-llm
  ☆108Updated last year
• Libr-AI / OpenRedTeaming
  Papers about red teaming LLMs and Multimodal models.
  ☆140Updated 4 months ago
• BHui97 / PLeak
  ☆62Updated 9 months ago
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆144Updated last year
• uw-nsl / ArtPrompt
  [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`
  ☆85Updated last month
• ThuCCSLab / FigStep
  [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆173Updated 3 months ago
• centerforaisafety / HarmBench
  HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
  ☆740Updated last year
• AI-secure / AgentPoison
  [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"
  ☆155Updated 5 months ago
• sleeepeer / PoisonedRAG
  [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
  ☆200Updated 7 months ago
• AI45Lab / ActorAttack
  ☆104Updated 8 months ago
• WhileBug / AwesomeLLMJailBreakPapers
  Awesome LLM Jailbreak academic papers
  ☆108Updated last year
• bboylyg / BackdoorLLM
  [NeurIPS 2025] BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
  ☆218Updated 2 weeks ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆235Updated last year
• usail-hkust / JailTrickBench
  Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)
  ☆149Updated 10 months ago
• Princeton-SysML / Jailbreak_LLM
  ☆183Updated last year
• AI-secure / DecodingTrust
  A Comprehensive Assessment of Trustworthiness in GPT Models
  ☆303Updated last year
• chawins / llm-sp
  Papers and resources related to the security and privacy of LLMs 🤖
  ☆534Updated 3 months ago
• xirui-li / DrAttack
  Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers
  ☆62Updated last year
• uiuc-kang-lab / InjecAgent
  ☆80Updated last year