Research Article

Calibrating Network Traffic with One-Dimensional Convolutional Neural Network with Autoencoder and Independent Recurrent Neural Network for Mobile Malware Detection

Table 5

Experimental results of the optimal 1DCAE-IndRNN model.

NumberAccuracy (%)Recall (%)F1-scoreTime (min)

198.3298.3298.3143.6
298.2798.2698.2641.5
398.2998.2798.2742.4