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

<div>Data split. Using the shuffle method on the network flow dataset to generate random data, and then splitting the random data into a training dataset and a validation dataset.</div>

Security and Communication Networks

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Figure 4

Figure 4: HYBRID-CNN: An Efficient Scheme for Abnormal Flow Detection in the SDN-Based Smart Grid 