10 - Safety and Security
A FEDERATED LEARNING BASED SECURITY FOR CONTROLLER-PILOT DATA LINK COMMUNICATION
S. Khan¹, G. Singh Gaba¹, A. Gurtov¹; ¹Linköping University, Sweden
As the CPDLC protocol enables communications between air-ground networks, it opens an immense attack vector between the controller and pilot. This paper proposes a federated learning (FL) base security model for communication in aviation networks. Note that the focus of our scheme is to secure CPDLC from various cyber-attacks. rn