TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning

Runhua Xu, Bo Li, Chao Li +3

Federated learning is a computing paradigm that enhances privacy by enabling multiple parties to collaboratively train a machine learning model without revealing personal data. How…