Learning of Dynamical Systems under Adversarial Attacks -- Null Space Property Perspective

Han Feng, Baturalp Yalcin, Javad Lavaei

We study the identification of a linear time-invariant dynamical system affected by large-and-sparse disturbances modeling adversarial attacks or faults. Under the assumption that…