domenicrosati / representation-noising
Code to replicate the Representation Noising paper and tools for evaluating defences against harmful fine-tuning
☆17Updated 3 months ago
Alternatives and similar repositories for representation-noising:
Users that are interested in representation-noising are comparing it to the libraries listed below
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆71Updated 2 weeks ago
- [ICLR 2025] Official Repository for "Tamper-Resistant Safeguards for Open-Weight LLMs"☆48Updated 2 weeks ago
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆81Updated 8 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆19Updated 5 months ago
- ☆18Updated 3 months ago
- ☆49Updated 7 months ago
- Independent robustness evaluation of Improving Alignment and Robustness with Short Circuiting☆14Updated 7 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆40Updated 3 months ago
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆9Updated 7 months ago
- ☆20Updated 7 months ago
- [ICLR 2025] Dissecting Adversarial Robustness of Multimodal LM Agents☆70Updated 3 weeks ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆25Updated 2 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆50Updated 7 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆57Updated 2 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆19Updated 7 months ago
- Code for Arxiv When Do Universal Image Jailbreaks Transfer Between Vision-Language Models?☆21Updated 2 weeks ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆48Updated 10 months ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆46Updated last week
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆89Updated 9 months ago
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆36Updated 4 months ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆24Updated 8 months ago
- The official code of the paper "A Closer Look at Machine Unlearning for Large Language Models".☆23Updated 3 months ago
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆18Updated last year
- ☆53Updated 2 years ago
- [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes☆12Updated last year
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆24Updated last year
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆55Updated 4 months ago
- ☆30Updated 5 months ago