safr-ai-lab / survey-llm
A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code
☆67Updated 11 months ago
Alternatives and similar repositories for survey-llm:
Users that are interested in survey-llm are comparing it to the libraries listed below
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆93Updated 8 months ago
- ☆55Updated 2 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆72Updated 7 months ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆40Updated 11 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆71Updated 8 months ago
- ☆73Updated 2 years ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆51Updated 6 months ago
- A toolkit to assess data privacy in LLMs (under development)☆57Updated 4 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆84Updated 3 months ago
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆47Updated 3 months ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆33Updated 9 months ago
- Python package for measuring memorization in LLMs.☆151Updated 5 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆146Updated 2 months ago
- Privacy-Preserving Prompt Tuning for Large Language Model☆24Updated last year
- ☆82Updated 3 months ago
- ☆26Updated 6 months ago
- Unofficial implementation of "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"☆18Updated 10 months ago
- ☆37Updated 9 months ago
- ☆26Updated last year
- ☆42Updated 3 months ago
- Official github page for the paper "Evaluating Deep Unlearning in Large Language Model"☆14Updated 2 weeks ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 10 months ago
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆52Updated last year
- Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT☆33Updated last year
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆36Updated 5 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Updated last year
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆38Updated last year
- ☆18Updated 7 months ago
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆117Updated 3 weeks ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆51Updated 9 months ago