VITA-Group / DP-OPT
[ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
☆32Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for DP-OPT
- ☆22Updated 11 months ago
- ☆18Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated last year
- A toolkit to assess data privacy in LLMs (under development)☆41Updated 2 months ago
- ☆20Updated last year
- ☆66Updated 2 years ago
- ☆38Updated last year
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆63Updated 5 months ago
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆27Updated 2 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆85Updated 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…☆36Updated 8 months ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated 5 months ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- ☆10Updated 4 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 4 months ago
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)☆19Updated this week
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆41Updated 6 months ago
- ☆12Updated 2 years ago
- ☆50Updated 5 months ago
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆23Updated last year
- [ICLR 2024] Provable Robust Watermarking for AI-Generated Text☆26Updated 11 months ago
- ☆10Updated 2 years ago
- ☆49Updated last year
- ☆12Updated last year
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆37Updated 3 years ago
- ☆22Updated last year
- ☆31Updated last year
- Codebase for decoding compressed trust.☆20Updated 6 months ago
- ☆31Updated last year