On the Elements of Datasets for Cyber Physical Systems Security. (arXiv:2208.08255v1 [cs.CR])

Datasets are essential to apply AI algorithms to Cyber Physical System (CPS)
Security. Due to scarcity of real CPS datasets, researchers elected to generate
their own datasets using either real or virtualized testbeds. However, unlike
other AI domains, a CPS is a complex system with many interfaces that determine
its behavior. A dataset that comprises merely a collection of sensor
measurements and network traffic may not be sufficient to develop resilient AI
defensive or offensive agents. In this paper, we …

cyber cyber physical datasets physical security systems