Federated Split Learning for Human Activity Recognition with Differential Privacy

Josue Ndeko, Shaba Shaon, Aubrey Beal +2

This paper proposes a novel intelligent human activity recognition (HAR) framework based on a new design of Federated Split Learning (FSL) with Differential Privacy (DP) over edge…