Research Article
OverWatch: A Cross-Plane DDoS Attack Defense Framework with Collaborative Intelligence in SDN
Algorithm 2
DDoS attack classifier training process.
Require: Weight matrix of the hidden layer: | Bias vector of the hidden layer: | Ensure: Training dataset | for all number of training iterations do | Train the single layer autoencoder using back- | propagation: | Sample minibatch of //get batches | of traffic records | Update by using gradient descent method to | minimize the loss function: | | end for |
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