Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection

1 code implementation • 15 Jun 2021 • Tuo Zhang, Chaoyang He, Tianhao Ma, Lei Gao, Mark Ma, Salman Avestimehr

In this paper, to further push forward this direction with a comprehensive study in both algorithm and system design, we build FedIoT platform that contains FedDetect algorithm for on-device anomaly data detection and a system design for realistic evaluation of federated learning on IoT devices.

Anomaly Detection Federated Learning +2