A Privacy-Preserving Federated Learning System for Android Malware Detection Based on Edge Computing

This paper presents a privacy-preserving federated learning (PPFL) system for the detection of android malware. The proposed PPFL allows mobile devices to collaborate together for training a classifier without exposing the sensitive information, such as the application programming interface (API) calls and permission configuration, and th...More