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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