Research Article
Anomaly Detection in Smart Metering Infrastructure with the Use of Time Series Analysis
Table 5
DR [%] and FP [%] for anomalies/attacks performed on AMI network with Scenario
4.
| | Feature | Holt | Winters | Brown | Description | | DR [%] | FP [%] | DR [%] | FP [%] | DR [%] | FP [%] |
| | NF1 | — | — | — | — | — | — | Insignificant/negligible for Scenario 4 | | NF2 | — | — | — | — | — | — | Insignificant/negligible for Scenario 4 | | NF3 | — | — | — | — | — | — | Insignificant/negligible for Scenario 4 | | NF4 | 92.40 | 6.50 | 90.20 | 8.60 | 87.10 | 10.40 | — | | NF5 | 90.50 | 7.60 | 87.30 | 9.80 | 85.50 | 11.70 | — |
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