secure-aggregation

There are 1 repository under secure-aggregation topic.

ammartahir24 / SecureAggregation
An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.
federated-learning python secure-aggregation
Language:Python 77
pps-lab / rofl-project-code
federated-learning backdoor-attacks zero-knowledge rust cryptography secure-aggregation
Language:Rust 31
kamathhrishi / GreyNSights
Privacy-Preserving Data Analysis using Pandas
data-analysis data-analytics differential-privacy federated-analytics pandas privacy-preserving-analytics secure-aggregation
Language:Python 21
codymlewis / secure_aggregation
An implementation of the secure aggregation algorithm for federated learning
federated-learning jax secure-aggregation
Language:Python 2
mvujas / HyperAggregate
A sublinear secure aggregation protocol implementation
decentralized-machine-learning secure-aggregation
Language:Python 2
AminAminifar / Shamir
Secure Aggregation with Shamir’s Method
shamir-secret-sharing shamir secure-multiparty-computation secure-multi-party-computation secure-aggregation
Language:Python 1