Ahmed Mohammed Hussein

Adaptive Spam Detection: Leveraging Federated Learning for Privacy-Preserving Email Security

Email spam and spear phishing are and always will be a security and usability issue, and it is increasingly difficult to scale and protect centralized approaches that depend on aggregating users' mail data due to privacy and regulatory considerations (GDPR, CCPA, etc.). This paper formalizes the inherent tension betwee...