Zhang-Yihao / Adversarial-Representation-Engineering
Official implementation repository for the paper Towards General Conceptual Model Editing via Adversarial Representation Engineering.
☆17Updated 2 months ago
Alternatives and similar repositories for Adversarial-Representation-Engineering:
Users that are interested in Adversarial-Representation-Engineering are comparing it to the libraries listed below
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆71Updated 7 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆70Updated 4 months ago
- ☆30Updated 4 months ago
- ☆20Updated 7 months ago
- General-purpose activation steering library☆43Updated last month
- A resource repository for representation engineering in large language models☆102Updated 3 months ago
- ☆46Updated 7 months ago
- ☆52Updated last year
- ☆17Updated 4 months ago
- [Arxiv 2024] Dissecting Adversarial Robustness of Multimodal LM Agents☆60Updated last month
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆89Updated 8 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆77Updated 9 months ago
- Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆32Updated 3 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆35Updated 3 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆43Updated 7 months ago
- Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization☆17Updated 6 months ago
- Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"☆18Updated 4 months ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆29Updated last year
- ☆41Updated last week
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆67Updated 4 months ago
- "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jingh…☆21Updated last month
- ☆17Updated 3 months ago
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆18Updated 11 months ago
- ☆2Updated 3 weeks ago
- Safe Unlearning: A Surprisingly Effective and Generalizable Solution to Defend Against Jailbreak Attacks☆23Updated 7 months ago
- WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning m…☆101Updated 9 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆52Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆60Updated 4 months ago
- A survey on harmful fine-tuning attack for large language model☆135Updated this week
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆62Updated 3 months ago