Research Article

[Retracted] A Deep Spiking Neural Network Anomaly Detection Method

Table 1

Anomalies detection performance metrics.

ClassifierAccuracy (%)RMSEPrecisionRecallF-scoreAUC

GLSM97.880.07100.9870.9870.9870.9883
Autoencoder95.920.08470.9600.9600.9600.9798
LSTM95.080.08910.9510.9510.9520.9732
CNN94.590.09280.9460.9460.9470.9781
One class SVM93.260.09330.9330.9340.9330.9590
Isolation forest92.510.09250.9250.9250.9250.9519