Mingwei Fang

Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning

Federated learning (FL) allows multiple clients to collaboratively train a global machine learning model with coordination from a central server, without needing to share their raw data. This approach is particularly appealing in the era of privacy regulations like the GDPR, leading many prominent c…