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

Table 2

Structural parameters of different designs for 1DCAE layer.

Layers	Structural parameters
1	Conv1D (20, 8), maxpooling (2)
	unMaxpooling (2), deConv1D (20, 8)
2	Conv1D (20, 8), maxpooling (2), Conv1D (30, 4)
	deConv1D (30, 4), unMaxpooling (2), deConv1D (20, 8)
3	Conv1D (20, 8), maxpooling (2), Conv1D (30, 4), maxpooling (2)
	Conv1D (40, 2), maxpooling (2)
	unMaxpooling (2), deConv1D (40, 2), unMaxpooling (2), deConv1D (30, 4), unMaxpooling (2), deConv1D (20, 8)