Enabling Privacy-Preserving Cyber Threat Detection with Federated Learning

Yu Bi, Yekai Li, Xuan Feng +1

Despite achieving good performance and wide adoption, machine learning based security detection models (e.g., malware classifiers) are subject to concept drift and evasive evolutio…