Research on Attack Detection of Cyber Physical Systems Based on Improved Support Vector Machine

Research on Attack Detection of Cyber Physical Systems Based on Improved Support Vector Machine

Cyber physical systems (CPS), in the event of a cyber attack, can have a serious impact on the operating physical equipment. In order to improve the attack detection capability of CPS, an support vector machine (SVM) attacks detection model based on particle swarm optimization (PSO) is proposed. Fir...

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Bibliographic Details
Main Authors: Fengchun Liu, Sen Zhang, Weining Ma, Jingguo Qu
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
attack detection
cyber physical systems
data imbalance
principal component analysis
particle swarm optimization
support vector machine
Online Access:https://www.mdpi.com/2227-7390/10/15/2713

Internet

https://www.mdpi.com/2227-7390/10/15/2713

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