cleverhans-lab / Proof-of-LearningLinks
☆47Updated 3 years ago
Alternatives and similar repositories for Proof-of-Learning
Users that are interested in Proof-of-Learning are comparing it to the libraries listed below
Sorting:
- ☆32Updated 2 years ago
- CaPC is a method that enables collaborating parties to improve their own local heterogeneous machine learning models in a setting where b…☆26Updated 3 years ago
- ☆20Updated 2 years ago
- ☆28Updated 2 years ago
- A tiny, educational library for secure multi-party computation (in pure Python).☆91Updated 2 years ago
- A GKR-based zero-knowledge proof protocol for CNN model inference.☆83Updated 2 years ago
- (ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC☆97Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆84Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 3 years ago
- ☆80Updated 3 years ago
- ☆88Updated 5 years ago
- ☆80Updated 5 months ago
- Byzantine-resilient distributed SGD with TensorFlow.☆40Updated 4 years ago
- Secure Aggregation for FL☆35Updated last year
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago
- A secure aggregation system for private federated learning☆41Updated last year
- A Cryptographic Inference Service for Neural Networks☆130Updated 11 months ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆53Updated 6 years ago
- ☆51Updated 4 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Updated 4 years ago
- 该项目实现了隐私保护和可验证的卷积神经网络（CNN）测试，旨在使模型开发者能够在多个测试者提供的非公开数据上向用户证明CNN性能的真实性，同时保护模型和数据的隐私。☆14Updated last year
- ☆16Updated 3 years ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆38Updated 3 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- ☆21Updated 2 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated last year
- Secure Aggregation for Federated Learning with Malicious Actors☆25Updated 2 years ago
- Implementation of protocols in SecureNN.☆129Updated 2 years ago
- Materials about Privacy-Preserving Machine Learning☆250Updated 4 months ago
- Privacy preserving vertical federated learning for tree-based models☆27Updated 3 years ago