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

Table 4

DR [%] and FP [%] for anomalies/attacks performed on the AMI network with Scenario 3.

Feature	Holt		Winters		Brown		Description
	DR [%]	FP [%]	DR [%]	FP [%]	DR [%]	FP [%]
NF1	86.40	8.60	84.10	10.30	80.70	12.60	—
NF2	88.40	8.40	85.20	9.80	83.10	11.70	Significant impact on NF2 in Scenario 3
NF3	90.50	6.40	87.20	8.80	85.60	10.90	Significant impact on NF3 in Scenario 3
NF4	82.30	11.50	79.50	12.40	76.40	12.80	—
NF5	86.20	12.40	83.40	12.50	80.80	12.80	—