ucbsky / elsaLinks
Secure Aggregation for Federated Learning with Malicious Actors
☆27Updated 3 years ago
Alternatives and similar repositories for elsa
Users that are interested in elsa are comparing it to the libraries listed below
Sorting:
- Secure Aggregation for FL☆36Updated 2 years ago
- A secure aggregation system for private federated learning☆47Updated last year
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- ☆90Updated 5 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆88Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆261Updated 3 months ago
- Repository for collection of research papers on multi-party learning.☆34Updated 2 years ago
- A Cryptographic Inference Service for Neural Networks☆130Updated last year
- ☆109Updated 4 years ago
- Privacy preserving vertical federated learning for tree-based models☆30Updated 4 years ago
- ☆31Updated 2 years ago
- Piranha: A GPU Platform for Secure Computation☆103Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆24Updated 4 years ago
- Multi-party Private Set Intersections & Threshold Set Intersections☆13Updated 4 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆36Updated 4 years ago
- ☆127Updated 3 months ago
- The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)☆21Updated 2 years ago
- ☆38Updated last year
- Cryptographically Secure Aggregation for Federated Learning☆11Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆49Updated 4 years ago
- A framework for generic hybrid two-party computation and private inference with neural networks☆33Updated 2 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- Implementation of protocols in Falcon☆95Updated last year
- ☆18Updated 3 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated 8 months ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆20Updated this week
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago