QinbinLi / LLM-PBELinks
A toolkit to assess data privacy in LLMs (under development)
☆59Updated 6 months ago
Alternatives and similar repositories for LLM-PBE
Users that are interested in LLM-PBE are comparing it to the libraries listed below
Sorting:
- ☆56Updated 5 months ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆56Updated 4 months ago
- A survey on harmful fine-tuning attack for large language model☆192Updated 2 weeks ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆157Updated last year
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated last year
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆81Updated 9 months ago
- Python package for measuring memorization in LLMs.☆159Updated this week
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆19Updated 4 months ago
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆90Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆137Updated 2 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆52Updated 8 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆55Updated 11 months ago
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆42Updated 8 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆80Updated 3 months ago
- ☆104Updated last year
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆44Updated last year
- A curated list of trustworthy Generative AI papers. Daily updating...☆73Updated 10 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆62Updated 6 months ago
- ☆39Updated 8 months ago
- ☆18Updated 10 months ago
- Official Code for ACL 2024 paper "GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis"☆57Updated 8 months ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆43Updated last month
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆85Updated last year
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆47Updated 8 months ago
- Official Repository for ACL 2024 Paper SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding☆135Updated 11 months ago
- LLM Unlearning☆171Updated last year
- ☆91Updated 5 months ago
- Röttger et al. (NAACL 2024): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"☆101Updated 4 months ago
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆50Updated 5 months ago
- This is the official code for the paper "Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning" (NeurIPS2024)☆23Updated 10 months ago