Sivakumar Nagarajan

Privacy-preserving and robust mouse dynamics authentication using hybrid transformer-CNN and federated learning

Traditional methods like passwords and PINs are increasingly vulnerable, making continuous authentication essential. Behavioral biometrics such as mouse dynamics provide a non-intrusive way to verify users through their unique interaction patterns. This study proposes a secure and privacy-preserving framework for mouse...