A codebase that makes differentially private training of transformers easy.
☆190Dec 9, 2022Updated 3 years ago
Alternatives and similar repositories for private-transformers
Users that are interested in private-transformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentially-private transformers using HuggingFace and Opacus☆149Updated this week
- Fast, memory-efficient, scalable optimization of deep learning with differential privacy☆146Jan 22, 2026Updated 7 months ago
- ☆79May 28, 2022Updated 4 years ago
- ☆10Jun 1, 2022Updated 4 years ago
- This repo implements several algorithms for learning with differential privacy.☆110Dec 15, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A fast algorithm to optimally compose privacy guarantees of differentially private (DP) mechanisms to arbitrary accuracy.☆78Feb 15, 2024Updated 2 years ago
- Training PyTorch models with differential privacy☆1,954Jul 13, 2026Updated last month
- ☆24Apr 29, 2022Updated 4 years ago
- ☆21Sep 21, 2021Updated 4 years ago
- Computationally friendly hyper-parameter search with DP-SGD☆27Jan 7, 2025Updated last year
- ☆80May 22, 2022Updated 4 years ago
- Private Adaptive Optimization with Side Information (ICML '22)☆16Jun 23, 2022Updated 4 years ago
- Repo for the paper "Bounding Training Data Reconstruction in Private (Deep) Learning".☆12Jun 16, 2023Updated 3 years ago
- ☆15Jun 5, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Algorithms for Privacy-Preserving Machine Learning in JAX☆193Updated this week
- Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"☆32Apr 25, 2022Updated 4 years ago
- The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word pred…☆107Aug 26, 2026Updated last week
- DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting☆15Apr 27, 2023Updated 3 years ago
- ☆28Nov 28, 2023Updated 2 years ago
- ☆13Oct 20, 2022Updated 3 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.☆724Apr 26, 2025Updated last year
- ☆27Dec 15, 2022Updated 3 years ago
- Training data extraction on GPT-2☆197Feb 4, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for Auditing DPSGD☆39Feb 15, 2022Updated 4 years ago
- Library for training machine learning models with privacy for training data☆2,031Aug 26, 2026Updated last week
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆10Jun 18, 2019Updated 7 years ago
- [ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text☆61Jan 11, 2025Updated last year
- ☆37Mar 16, 2022Updated 4 years ago
- Private Evolution: Generating DP Synthetic Data without Model Training [ICML 2026, ICLR 2024, ICML 2024 Spotlight]☆117Aug 21, 2026Updated 2 weeks ago
- Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with a…☆387Sep 2, 2025Updated last year
- A library for lattice-based homomorphic encryption in Go☆14May 15, 2022Updated 4 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Nov 29, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆24Jul 25, 2024Updated 2 years ago
- ☆27Aug 18, 2023Updated 3 years ago
- ☆307Jun 10, 2026Updated 2 months ago
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- ☆27Apr 15, 2024Updated 2 years ago
- Scripts to evaluate various bias metrics for different NLG models + decoding algorithms☆16Dec 6, 2023Updated 2 years ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆36Dec 28, 2021Updated 4 years ago