Zoran Salčić

Source Inference Attacks in Federated Learning

2021 · arXiv (Cornell University)

Federated learning (FL) has emerged as a promising privacy-aware paradigm that allows multiple clients to jointly train a model without sharing their private data. Recently, many studies have shown that FL is vulnerable to membership …