Developing concurrent physics-driven and data-driven learning approaches to advance the resiliency of cyber-physical systems in ways that are unattainable using either approach alone
How does the attack history affect the feasibility of the attack generation problem at the current time? In other words, is Recursive Feasibility essential for attack generation problem?
An unified attack generation appoach. It targets any systems, from linear to nonlinear, from power system to autnomous vehicles. It only requires system runtime data.
Leaning based active attack detection and localization. A GPR-based approach and a MLP-based approach.
Enhanced resiliency in cyber-physical systems could be achieved by a statistics-based pruning algorithm coupled with weighted L1 estimator design.
