GraySwanAI / nanoGCGLinks
A fast + lightweight implementation of the GCG algorithm in PyTorch
☆314Updated 8 months ago
Alternatives and similar repositories for nanoGCG
Users that are interested in nanoGCG are comparing it to the libraries listed below
Sorting:
- TAP: An automated jailbreaking method for black-box LLMs☆219Updated last year
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆427Updated last year
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆176Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆527Updated 10 months ago
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆377Updated last year
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆184Updated 10 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆93Updated 5 months ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆176Updated last year
- 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…☆338Updated last year
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆45Updated 2 years ago
- ☆77Updated last year
- ☆115Updated last year
- ☆124Updated 7 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆151Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆197Updated 10 months ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆847Updated last year
- Improving Alignment and Robustness with Circuit Breakers☆258Updated last year
- Repo for the research paper "SecAlign: Defending Against Prompt Injection with Preference Optimization"☆84Updated 6 months ago
- Papers and resources related to the security and privacy of LLMs 🤖☆561Updated 8 months ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆162Updated last year
- [NeurIPS 2025] BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆273Updated last week
- Repository for "StrongREJECT for Empty Jailbreaks" paper☆151Updated last year
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆191Updated 7 months ago
- A Comprehensive Assessment of Trustworthiness in GPT Models☆311Updated last year
- ☆193Updated 2 years ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆84Updated last year
- Papers about red teaming LLMs and Multimodal models.☆160Updated 8 months ago
- ☆121Updated last year
- Awesome LLM Jailbreak academic papers☆122Updated 2 years ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆233Updated 2 weeks ago