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Table 1 Performance analysis of anomaly detectors (Gauthama Raman et al. 2019)

From: Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation

S.No Algorithm False alarms(%)
1 OCSVM 56.32
2 IF 48.71
3 K-NN 34.87
4 PCA 64.21