Research Article
An Efficient Communication Intrusion Detection Scheme in AMI Combining Feature Dimensionality Reduction and Improved LSTM
Table 8
The comparison of results among the proposed scheme and recent intrusion detection papers.
| Method | Accuracy | Precision | Recall | FAR |
| DO_IDS [47] | 0.9282 | 0.9670 | 0.8966 | 0.0330 | Time-related NIDS [48] | 0.9793 | 0.9685 | 0.9848 | 0.0251 | SDAE + SVM [49] | 0.9311 | 0.9679 | 0.8879 | 0.0280 | SAE + Attention-BiLSTM | 0.9941 | 0.9914 | 0.9952 | 0.0069 |
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