trusthlt / dp-bart-private-rewriting
DP-BART for Privatized Text Rewriting under Local Differential Privacy
☆16Updated 5 months ago
Alternatives and similar repositories for dp-bart-private-rewriting:
Users that are interested in dp-bart-private-rewriting are comparing it to the libraries listed below
- ☆72Updated 2 years ago
- DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting☆14Updated last year
- This repo implements several algorithms for learning with differential privacy.☆106Updated 2 years ago
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆34Updated 2 years ago
- ☆25Updated last year
- ☆18Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated 2 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆10Updated 2 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆59Updated 5 years ago
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆27Updated 3 years ago
- A survey of privacy problems in Large Language Models (LLMs). Contains summary of the corresponding paper along with relevant code☆67Updated 10 months ago
- ☆12Updated 2 years ago
- A codebase that makes differentially private training of transformers easy.☆171Updated 2 years ago
- ☆21Updated 11 months ago
- ☆17Updated 2 years ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆9Updated 5 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆36Updated 8 months ago
- ☆9Updated 4 years ago
- ☆19Updated 11 months ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆37Updated 3 years ago
- LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)☆23Updated 2 years ago
- Differentially-private transformers using HuggingFace and Opacus☆133Updated 7 months ago
- ☆27Updated 2 years ago
- Privacy-Preserving Prompt Tuning for Large Language Model☆24Updated last year
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆39Updated 10 months ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Updated last year
- ☆11Updated 2 years ago
- The code for paper "The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)", exploring the privacy risk o…☆45Updated 2 months ago
- ☆54Updated 2 years ago
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆13Updated 2 years ago