Security and Communication Networks / 2021 / Article / Fig 3

Research Article

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

Figure 3

Diagram of each attention submodule of the EDAM. As illustrated, the IECA submodule combines the maximum pool output and average pool output into a 1-dimensional convolution to generate a 1-dimensional channel attention map; the DSA submodule uses the Depthwise Convolution to generate the 3-dimensional space attention map.