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cs.LG2022
Game of Trojans: A Submodular Byzantine Approach
Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu +3
Machine learning models in the wild have been shown to be vulnerable to Trojan attacks during training. Although many detection mechanisms have been proposed, strong adaptive attac…
eess.SY2022
A Compositional Approach to Safety-Critical Resilient Control for Systems with Coupled Dynamics
Abdullah Al Maruf, Luyao Niu, Andrew Clark +2
Complex, interconnected Cyber-physical Systems (CPS) are increasingly common in applications including smart grids and transportation. Ensuring safety of interconnected systems who…