neelsjain / baseline-defenses
Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"
☆22Updated last year
Alternatives and similar repositories for baseline-defenses:
Users that are interested in baseline-defenses are comparing it to the libraries listed below
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆50Updated 6 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆19Updated 6 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆56Updated last month
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆47Updated 4 months ago
- ☆20Updated 7 months ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆71Updated 7 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆35Updated last year
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆35Updated 3 months ago
- All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks☆16Updated 9 months ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆23Updated 2 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆36Updated 3 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆84Updated 9 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆43Updated 7 months ago
- ☆45Updated 7 months ago
- ☆33Updated 6 months ago
- ☆52Updated last year
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆69Updated 4 months ago
- Code for Arxiv When Do Universal Image Jailbreaks Transfer Between Vision-Language Models?☆20Updated 2 months ago
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆84Updated 5 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆46Updated 9 months ago
- [NeurIPS 2024] Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling☆24Updated 3 months ago
- ☆37Updated last month
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆18Updated 4 months ago
- Accepted by ECCV 2024☆97Updated 4 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆111Updated 2 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆55Updated 3 months ago
- ☆74Updated 2 weeks ago
- Landing Page for TOFU☆115Updated last week
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆140Updated 9 months ago