12 citations · 28 across the 10 of their papers we have counts for
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cs.LG2020★ 5 cited
Lipschitz Bounds and Provably Robust Training by Laplacian Smoothing
Vishaal Krishnan, Abed AlRahman Al Makdah, Fabio Pasqualetti
In this work we propose a graph-based learning framework to train models with provable robustness to adversarial perturbations. In contrast to regularization-based approaches, we f…
eess.SY2020
Data-Driven Attack Detection for Linear Systems
Vishaal Krishnan, Fabio Pasqualetti
This paper studies the attack detection problem in a data-driven and model-free setting, for deterministic systems with linear and time-invariant dynamics. Differently from existin…