HYBRID-CNN: An Efficient Scheme for Abnormal Flow Detection in the SDN-Based Smart Grid

Figure 6

The structure of the proposed HYBRID-CNN algorithm; it includes feature extraction, feature merge, and classification. The feature extraction aims to extract the feature of flow more comprehensively, the self-attention mechanism aims to fuse key feature, and the classification aims to classify accurately.