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