Enhancing Operational Security of Human-to-Machine Applications through Concept Drift Detection
Xiangyu Yu, Carlos Natalino, Paolo Monti, Lena Wosinska, Sourav Mondal, Yuxiao Wang, Elaine Wong · 2025
We propose a novel concept drift detection framework to detect and mitigate malicious traffic for human-to-machine applications in fiber-wireless access networks, reducing uplink latency by up to 98% and enhancing its operational security.