IEEE

Toward Secure Weighted Aggregation for Privacy-Preserving Federated Learning

Abstract: Privacy-preserving federated learning can protect the privacy of model gradients/parameters in the model aggregation phase. Most existing schemes only ...
IEEE

An Efficient and Multi-Private Key Secure Aggregation Scheme for Federated Learning

Abstract: In light of the emergence of privacy breaches in federated learning, secure aggregation protocols, which mainly adopt either homomorphic encryption or threshold secret sharing techniques, ...
GitHub

README.md

A full-stack data pipeline that reads raw sales records from MySQL via JDBC, aggregates them in-memory using Java Collections, and serves the results to a responsive Chart.js dashboard — all without a ...