Control and Game Theoretic Methods for Cyber-Physical Security - Kanellopoulos, Aris; Zhai, Lijing; Fotiadis, Filippos; Vamvoudakis, Kyriakos
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Control-Theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. This book takes a control and game theory perspective, treating autonomous platforms as dynamic systems. It introduces algorithmic frameworks designed to proactively and reactively safeguard these systems against catastrophic failures. The algorithms showcased encompass a wide spectrum of security techniques, from model-free detection mechanisms to unpredictability-based defense strategies, combining both model-based and data-driven approaches.

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Produktbeschreibung
Control-Theoretic Methods for Cyber-Physical Security presents novel results on security and defense methodologies applied to cyber-physical systems. This book takes a control and game theory perspective, treating autonomous platforms as dynamic systems. It introduces algorithmic frameworks designed to proactively and reactively safeguard these systems against catastrophic failures. The algorithms showcased encompass a wide spectrum of security techniques, from model-free detection mechanisms to unpredictability-based defense strategies, combining both model-based and data-driven approaches.
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Autorenporträt
Aris Kanellopoulos received his diploma equivalent to a Master of Science in Mechanical Engineering from the National Technical University of Athens, Greece, in 2017. He studied at the Kevin T. Crofton Department of Aerospace and Ocean Engineering at Virginia Tech and was awarded a PhD in Aerospace Engineering at the Georgia Institute of Technology. In 2022 he was a Research Engineer within Professor Kyriakos G. Vamvoudakis' group. He is currently a Postdoctoral Researcher with the Division of Information Science and Engineering at the Royal Institute of Technology, Sweden.