Tyler Farnan

A Taxonomy of Attacks on Federated Learning

2020 · IEEE Security & Privacy

Federated learning is a privacy-by-design framework that enables training deep neural networks from decentralized sources of data, but it is fraught with innumerable attack surfaces. We provide a taxonomy of recent attacks on federated learning …