SVM and Random Forest detect intrusions in Modbus gas pipeline and OPC UA batch processing traffic, with Random Forest performing slightly better after feature selection and missing data handling.
SCADA-specific intrusion detection / prevention systems : A survey and taxonomy,
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Anomaly-based Intrusion Detection in Industrial Data with SVM and Random Forests
SVM and Random Forest detect intrusions in Modbus gas pipeline and OPC UA batch processing traffic, with Random Forest performing slightly better after feature selection and missing data handling.