yuplin2333 / representation-space-jailbreak
Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794)
☆11Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for representation-space-jailbreak
- Improved techniques for optimization-based jailbreaking on large language models☆42Updated 5 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆42Updated 3 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆28Updated 2 weeks ago
- [Arxiv 2024] Adversarial attacks on multimodal agents☆38Updated 4 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆20Updated last year
- ☆21Updated 5 months ago
- Code for Arxiv When Do Universal Image Jailbreaks Transfer Between Vision-Language Models?☆15Updated 2 months ago
- Accepted by ECCV 2024☆73Updated 3 weeks ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆24Updated 5 months ago
- Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"☆28Updated last month
- ☆21Updated 5 months ago
- All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks☆13Updated 6 months ago
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆14Updated 3 weeks ago
- ☆53Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆46Updated 3 months ago
- ☆37Updated 3 months ago
- ☆66Updated last year
- [ECCV 2024] Official PyTorch Implementation of "How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs"☆67Updated 11 months ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆35Updated 4 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆33Updated 4 months ago
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆13Updated 4 months ago
- ☆24Updated 3 months ago
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆23Updated last year
- ☆17Updated 2 weeks ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆70Updated 2 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆26Updated 4 months ago
- ☆20Updated 9 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆32Updated 3 weeks ago
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆11Updated last year