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Security and Communication Networks
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2021
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Article
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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.
Layers
Our 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)
Transition
1
1 conv
ave pool, stride 2
DenseBlock(2)
Transition
conv
ave pool, stride 2
DenseBlock(3)
Transition
1
1 conv
ave pool, stride 2
DenseBlock(4)
Pooling
GlobalAveragePooling
Softmax