ABATe: Automatic Behavioral Abstraction Technique to Detect Anomalies in Smart Cyber-Physical Systems

IEEE Transactions on Dependable and Secure Computing(2022)

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摘要
Detecting anomalies and attacks in smart cyber-physical systems are of paramount importance owing to their growing prominence in controlling critical systems. However, this is a challenging task due to the heterogeneity and variety of components of a CPS, and the complex relationships between sensed values and potential attacks or anomalies. Such complex relationships are results of physical const...
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关键词
Cyber-physical systems,Automobiles,Anomaly detection,Hidden Markov models,Security,Automotive engineering,Task analysis
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