Alternatives and similar repositories for nanoGCG

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

• JailbreakBench / jailbreakbench
  JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]
  ☆379Updated 4 months ago
• SheltonLiu-N / AutoDAN
  [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…
  ☆367Updated 6 months ago
• RICommunity / TAP
  TAP: An automated jailbreaking method for black-box LLMs
  ☆180Updated 7 months ago
• facebookresearch / advprompter
  Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873
  ☆160Updated last year
• tml-epfl / llm-adaptive-attacks
  Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]
  ☆324Updated 6 months ago
• ThuCCSLab / JailbreakEval
  [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.
  ☆165Updated 4 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…
  ☆314Updated last year
• Yu-Fangxu / COLD-Attack
  [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
  ☆160Updated 7 months ago
• Libr-AI / OpenRedTeaming
  Papers about red teaming LLMs and Multimodal models.
  ☆131Updated 2 months ago
• centerforaisafety / HarmBench
  HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
  ☆698Updated 11 months ago
• uw-nsl / ArtPrompt
  [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`
  ☆79Updated 5 months ago
• uw-nsl / SafeDecoding
  Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
  ☆140Updated last year
• OSU-NLP-Group / AmpleGCG
  AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
  ☆69Updated 9 months ago
• dsbowen / strong_reject
  ☆81Updated 3 weeks ago
• AI45Lab / ActorAttack
  ☆96Updated 6 months ago
• rotaryhammer / code-autodan
  An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)
  ☆42Updated last year
• BHui97 / PLeak
  ☆60Updated 7 months ago
• AI-secure / DecodingTrust
  A Comprehensive Assessment of Trustworthiness in GPT Models
  ☆299Updated 10 months ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆225Updated 10 months ago
• neelsjain / baseline-defenses
  Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"
  ☆25Updated last year
• Princeton-SysML / Jailbreak_LLM
  ☆178Updated last year
• alexandrasouly / strongreject
  Repository for "StrongREJECT for Empty Jailbreaks" paper
  ☆140Updated 9 months ago
• ethz-spylab / rlhf_trojan_competition
  Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.
  ☆114Updated last year
• arobey1 / smooth-llm
  ☆104Updated last year
• ThuCCSLab / FigStep
  [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts
  ☆160Updated last month
• CLAS2024 / starter-kit
  ☆39Updated 9 months ago
• bboylyg / BackdoorLLM
  BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
  ☆188Updated last month
• centerforaisafety / tdc2023-starter-kit
  This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.
  ☆90Updated last year
• Confirm-Solutions / flrt
  Fluent student-teacher redteaming
  ☆22Updated last year
• uiuc-kang-lab / InjecAgent
  ☆70Updated last year