Tech Xplore

New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...
IEEE

Demystifying Defects: Federated Learning and Explainable AI for Semiconductor Fault Detection

Abstract: Semiconductor manufacturing, a critical driver of modern technology, involves intricate processes for fabricating integrated circuits on materials like silicon. This industry’s pivotal role ...
IEEE

An Efficient and Multi-Private Key Secure Aggregation Scheme for Federated Learning

Abstract: In light of the emergence of privacy breaches in federated learning, secure aggregation protocols, which mainly adopt either homomorphic encryption or threshold secret sharing techniques, ...