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
☆65Updated 8 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…☆87Updated 6 months ago
- ☆50Updated 8 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆68Updated 5 months ago
- A toolkit to assess data privacy in LLMs (under development)☆49Updated last month
- ☆71Updated 2 years ago
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆24Updated 6 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
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆40Updated 2 weeks ago
- Python package for measuring memorization in LLMs.☆139Updated 2 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆115Updated last week
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆36Updated 8 months ago
- ☆41Updated last week
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated last year
- ☆22Updated 3 months ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 7 months ago
- ☆50Updated last month
- This is the starter kit for the Trojan Detection Challenge 2023 (LLM Edition), a NeurIPS 2023 competition.☆84Updated 8 months ago
- Differentially-private transformers using HuggingFace and Opacus☆132Updated 5 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆68Updated last year
- ☆14Updated 5 months ago
- ☆72Updated last week
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆46Updated 5 months ago
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆24Updated 2 months ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆75Updated 3 weeks ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆49Updated 6 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆47Updated 3 months ago
- [ACL2024-Main] Data and Code for WaterBench: Towards Holistic Evaluation of LLM Watermarks☆22Updated last year
- ☆33Updated 6 months ago
- [ACL24] Official Repo of Paper `ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs`☆57Updated 2 months ago
- A survey on harmful fine-tuning attack for large language model☆135Updated last week