IEEE

PFed-NS: An Adaptive Personalized Federated Learning Scheme Through Neural Network Segmentation

Federated Learning (FL) is typically deployed in a client-server architecture, which makes the Edge-Cloud architecture an ideal backbone for FL. A significant challenge in this setup arises from the ...
WUSF Public Media

Florida students are learning how to bridge the political divide on controversial topics

To find common ground, University of Florida students investigate the point where topics get split: People's values — what's ...
IEEE

Breaking the Illusion: A Critical Study of Backdoor Defense in Federated Learning With Non-IID Data

Abstract: Existing backdoor defense methods for federated learning (FL) usually try to distinguish between benign and malicious clients. The key insight is that benign clients are densely distributed, ...