VITA-Group / DP-OPT
[ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
☆40Updated 11 months ago
Alternatives and similar repositories for DP-OPT:
Users that are interested in DP-OPT are comparing it to the libraries listed below
- ☆26Updated last year
- ☆42Updated 3 months ago
- ☆18Updated 3 years ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated 11 months ago
- ☆73Updated 2 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆56Updated 2 years ago
- Privacy-Preserving Prompt Tuning for Large Language Model☆24Updated last year
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 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…☆47Updated 3 months ago
- ☆21Updated last year
- A toolkit to assess data privacy in LLMs (under development)☆57Updated 4 months ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆29Updated 2 years ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆72Updated 7 months ago
- Official Repository for Dataset Inference for LLMs☆33Updated 9 months ago
- ☆13Updated 2 years ago
- Code for watermarking language models☆78Updated 8 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆58Updated 7 months ago
- ☆35Updated last year
- ☆20Updated 5 months ago
- LLM Unlearning☆155Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆92Updated 11 months ago
- ☆55Updated 2 months ago
- A curated list of trustworthy Generative AI papers. Daily updating...☆71Updated 8 months ago
- ☆28Updated 10 months ago
- 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
- ☆54Updated 2 years ago
- ☆21Updated last month
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆40Updated 3 years ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆51Updated 6 months ago
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆42Updated 5 months ago