Security and Communication Networks / 2021 / Article / Tab 2

Research Article

A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet

Table 2

The structure of DenseNet in the proposed model and its comparison with DenseNet-121.

LayersOur DenseNet (k = 12)DenseNet-121 (k = 32)

Convolution conv, stride 1 conv, stride 2
Pooling max pool, stride 2 max pool, stride 2
DenseBlock(1)
Transition11 conv
ave pool, stride 2
DenseBlock(2)
Transition conv
ave pool, stride 2
DenseBlock(3)
Transition11 conv
ave pool, stride 2
DenseBlock(4)
PoolingGlobalAveragePooling
Softmax