Anomaly Detection in Smart Metering Infrastructure with the Use of Time Series Analysis

Table 3

DR [%] and FP [%] for anomalies/attacks performed on AMI network with Scenario 2.

Feature	Holt		Winters		Brown		Description
	DR [%]	FP [%]	DR [%]	FP [%]	DR [%]	FP [%]
NF1	88.20	8.20	86.10	10.10	83.20	11.80	Significant impact on NF1 in Scenario 2
NF2	92.40	5.20	90.30	7.30	87.50	9.40	Significant impact on NF2 in Scenario 2
NF3	82.20	9.60	80.20	11.20	76.40	12.40	—
NF4	80.20	10.10	78.10	12.10	76.30	12.60	—
NF5	85.60	12.20	82.40	12.60	79.40	12.80	—