OSU-NLP-Group / AmpleGCG
AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM
☆53Updated 2 months ago
Alternatives and similar repositories for AmpleGCG:
Users that are interested in AmpleGCG are comparing it to the libraries listed below
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆32Updated 11 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆18Updated 6 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆82Updated 8 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆48Updated 5 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆39Updated 3 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆47Updated 5 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆83Updated 4 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆45Updated 3 months ago
- ☆52Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆53Updated 2 weeks ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆134Updated 8 months ago
- Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆79Updated last year
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆76Updated 8 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆20Updated last year
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆23Updated 2 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆39Updated 7 months ago
- Weak-to-Strong Jailbreaking on Large Language Models☆72Updated 11 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆42Updated 5 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆67Updated 6 months ago
- All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks☆16Updated 9 months ago
- Code and data of the EMNLP 2022 paper "Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversaria…☆41Updated last year
- ☆36Updated 2 months ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆65Updated 10 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆104Updated last month
- [NeurIPS'24] RedCode: Risky Code Execution and Generation Benchmark for Code Agents☆25Updated last month
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆29Updated last year
- ☆70Updated last week
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆88Updated 8 months ago
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆88Updated 10 months ago