Oleg Sokolsky
Research Professor
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About
Oleg Sokolsky is a Research Professor at the University of Pennsylvania, USA. His research interests focus on cyber-physical systems, artificial intelligence in healthcare, and dependable software engineering. Notable recent articles include work on out-of-distribution detection, oculomics for cardiovascular risk assessment, and adversarial attack recovery in cyber-physical environments.
Articles (6)
Cyber-physical systems (CPS) have experienced rapid growth in recent decades. However, like any other computer-based systems, malicious attacks evolve mutually, driving CPS to undesirable physical states, and potentially causing catastrophes. Although the current state-of-the-art is well aware of this issue, the majority of researchers have not focused on CPS recovery, the procedure we defined as restoring a CPS’s physical state back to a target condition under adversarial attacks. To call for attention on CPS recovery and identify existing efforts, we have surveyed a total of 30 relevant papers. We identify a major partition of the proposed recovery strategies: shallow recovery vs. deep recovery, where the former does not use a dedicated recovery controller while the latter does. Additionally, we surveyed exploratory research on topics that facilitate recovery. From these publications, we discuss the current state-of-the-art of CPS recovery, with respect to applications, attack type, attack surfaces, and system dynamics. Then, we identify untouched sub-domains in this field and suggest possible future directions for researchers.
Year:
2024
Year:
2024
Year:
2024
Year:
2022
Year:
2021
Year:
2020
Collaborators (6)
James Weimer
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Christopher P. Bonafide
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Sara DeMauro
Associate Professor of Pediatrics
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Ivan Ruchkin
Assistant Professor
University of Florida
Insup Lee
University of Pennsylvania
Mingmin Zhao
Assistant Professor
University of Pennsylvania
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