Deep CYBERIA

Deep CYBERIA is a novel system focused on Detecting Sensors Deeply Embedded in Cyber-Physical Systems via novel machine learning and passive/active/hybrid probing techniques on complex operational technology (OT) networks.

Cyber-physical systems span a wide spectrum, from long-lived legacy systems to more modern installations. Trust is an issue that arises across the spectrum, albeit with different variants of goals and constraints. On the one end of the spectrum, legacy systems are characterized by function-based designs in which trust is an implicitly in-built concept…

In this paper, we present our research and development efforts aimed at addressing the gap in discovering sensors at level 0 in industrial CPS by building a system called Deep-cyberia (Deep Cyber-Physical System Interrogation and Analysis) that incorporates algorithms and interfaces aimed at uncovering sensors and computing estimates of correlations among them.