← 返回专题广场

differential-privacy

8 个项目 · ⭐ 14.8k
1
interpretml
interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

C++ ⭐ 6.9k ⑂ 786 MIT · 5 天前推送
aiartificial-intelligence
5 天前
最近推送
2
secretflow
secretflow/secretflow

A unified framework for privacy-preserving data analysis and machine learning
Python ⭐ 2.7k ⑂ 470 Apache-2.0 · 2026-04-24推送
data-analysisdifferential-privacy
2026-04-24
最近推送
3
innovation-cat
innovation-cat/Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
⭐ 2.1k ⑂ 282 · 2024-05-31推送
computer-visiondeep-learning
2024-05-31
最近推送
4
meta-pytorch
meta-pytorch/opacus

Training PyTorch models with differential privacy
Python ⭐ 2.0k ⑂ 398 Apache-2.0 · 2026-07-14推送
deep-learningdifferential-privacy
2026-07-14
最近推送
5
mostly-ai
mostly-ai/mostlyai

Synthetic Data SDK ✨
Python ⭐ 791 ⑂ 67 Apache-2.0 · 2026-05-08推送
differential-privacygenerative-ai
2026-05-08
最近推送
6
lxuechen
lxuechen/private-transformers

A codebase that makes differentially private training of transformers easy.
Python ⭐ 190 ⑂ 26 Apache-2.0 · 2022-12-10推送
deep-learningdifferential-privacy
2022-12-10
最近推送
7
tanyuqian
tanyuqian/redco

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
Python ⭐ 69 ⑂ 6 Apache-2.0 · 2024-12-10推送
differential-privacydiffusion-models
2024-12-10
最近推送
8
AI-secure
AI-secure/aug-pe

[ICML 2024 Spotlight] Differentially Private Synthetic Data via Foundation Model APIs 2: Text
Python ⭐ 61 ⑂ 17 Apache-2.0 · 2025-01-11推送
differential-privacylanguage-model
2025-01-11
最近推送