Learning-based attacks in cyber-physical systems

17 Sep 2018Mohammad Javad KhojastehAnatoly KhinaMassimo FranceschettiTara Javidi

We introduce the problem of learning-based attacks in a simple abstraction of cyber-physical systems---the case of a discrete-time, linear, time-invariant plant that may be subject to an attack that overrides the sensor readings and the controller actions. The attacker attempts to learn the dynamics of the plant and subsequently override the controller's actuation signal, to destroy the plant without being detected... (read more)

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