☆78May 28, 2022Updated 3 years ago
Alternatives and similar repositories for Differentially-Private-Fine-tuning-of-Language-Models
Users that are interested in Differentially-Private-Fine-tuning-of-Language-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A codebase that makes differentially private training of transformers easy.☆185Dec 9, 2022Updated 3 years ago
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆76Feb 15, 2024Updated 2 years ago
- End-to-end codebase for finetuning LLMs (LLaMA 2, 3, etc.) with or without DP☆16Sep 23, 2024Updated last year
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆18May 31, 2023Updated 2 years ago
- ☆21Sep 21, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICML 2024] DPZero: Private Fine-Tuning of Language Models without Backpropagation☆16Sep 4, 2024Updated last year
- A Synthetic Dataset for Personal Attribute Inference (NeurIPS'24 D&B)☆53Jul 27, 2025Updated 8 months ago
- DP-BART for Privatized Text Rewriting under Local Differential Privacy☆18Oct 28, 2024Updated last year
- DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting☆15Apr 27, 2023Updated 2 years ago
- The privML Privacy Evaluator is a tool that assesses ML model's levels of privacy by running different attacks on it.☆18Sep 6, 2021Updated 4 years ago
- ☆25Apr 15, 2024Updated last year
- This repo implements several algorithms for learning with differential privacy.☆110Dec 15, 2022Updated 3 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- ☆12Jan 5, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for Findings of ACL 2021 "Differential Privacy for Text Analytics via Natural Text Sanitization"☆32Mar 15, 2022Updated 4 years ago
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- [NeurIPS 2021] "G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators" by Yunhui Long*…☆30Oct 26, 2021Updated 4 years ago
- Code for the paper "CoS: Enhancing Personalization and Mitigating Bias with Context Steering"☆20Dec 13, 2024Updated last year
- A collection of publications that works on code models but beyond focusing on the accuracies.☆13Jun 30, 2023Updated 2 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated 9 months ago
- Python package for measuring memorization in LLMs.☆185Jul 16, 2025Updated 8 months ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆104Aug 13, 2024Updated last year
- Training PyTorch models with differential privacy☆1,918Mar 26, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- TextHide: Tackling Data Privacy in Language Understanding Tasks☆30Apr 19, 2021Updated 4 years ago
- [ICLR'24 Spotlight] DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer☆47May 30, 2024Updated last year
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Apr 25, 2022Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Mar 13, 2023Updated 3 years ago
- Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Rec…☆48Jun 3, 2024Updated last year
- ☆79Dec 19, 2024Updated last year
- ☆68Jun 2, 2023Updated 2 years ago
- ☆13Oct 20, 2022Updated 3 years ago
- ☆17May 1, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- autodp: A flexible and easy-to-use package for differential privacy☆279Dec 5, 2023Updated 2 years ago
- ☆73Feb 16, 2025Updated last year
- CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)☆11Dec 7, 2022Updated 3 years ago
- Algorithms for Privacy-Preserving Machine Learning in JAX☆163Apr 2, 2026Updated last week
- ☆32Mar 13, 2025Updated last year
- Hide and Seek (HaS): A Framework for Prompt Privacy Protection☆54Sep 6, 2023Updated 2 years ago
- ☆15Oct 5, 2024Updated last year