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Journal Articles

A Machine Learning Approach toward Cyber-Physical Security of Battery Systems

Srikanth Srinath, Satadru Dey
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. November 2024, 146(6): 064503.
Paper No: DS-23-1254
https://doi.org/10.1115/1.4065703
Published Online: June 29, 2024
... of the attacks to a significant extent thereby exhibiting adversarial resilience. Table 3 Accuracy of different classifiers (%) Accuracy of different classifiers (%) Proposed Decision tree Naive Bayes Random forest Training 99.932 99.979 86.055 99.999 Testing 95.055 94.446...
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Topics: Algorithms, Batteries, Sensors, Temperature, Testing, Cyber-attacks, Machine learning, Security, Resilience