safr-ai-lab / survey-llmLinks
A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code
☆68Updated last year
Alternatives and similar repositories for survey-llm
Users that are interested in survey-llm are comparing it to the libraries listed below
Sorting:
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆101Updated last year
- ☆77Updated 3 years ago
- ☆71Updated 10 months ago
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆63Updated 10 months ago
- A toolkit to assess data privacy in LLMs (under development)☆66Updated 11 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆75Updated last year
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆46Updated last year
- Python package for measuring memorization in LLMs.☆176Updated 5 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆103Updated last year
- [ICLR24] Official Repo of BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models☆44Updated last year
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆220Updated last month
- ☆28Updated 2 years ago
- An LLM can Fool Itself: A Prompt-Based Adversarial Attack (ICLR 2024)☆107Updated 11 months ago
- A survey on harmful fine-tuning attack for large language model☆227Updated last month
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆172Updated last year
- ☆48Updated 10 months ago
- Unofficial implementation of "Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection"☆26Updated last year
- LLM Unlearning☆178Updated 2 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆196Updated 2 years ago
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆27Updated 7 months ago
- Code and dataset for the paper: "Can Editing LLMs Inject Harm?"☆21Updated last year
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆66Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆60Updated 3 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆72Updated last year
- ☆39Updated last year
- ☆37Updated last year
- Differentially-private transformers using HuggingFace and Opacus☆146Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆181Updated 8 months ago
- ☆196Updated 2 years ago
- official implementation of [USENIX Sec'25] StruQ: Defending Against Prompt Injection with Structured Queries☆56Updated last month