OverWatch: A Cross-Plane DDoS Attack Defense Framework with Collaborative Intelligence in SDN

<table class="fixed-width table-group" id="tab3"><tr><td><table class="table"><colgroup><col style="width:6.64em"/><col style="width:3.53em"/></colgroup><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">Value</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Learning rate</td><td class="align_center">0.1</td></tr><tr><td class="align_left">Batch size</td><td class="align_center">5</td></tr><tr><td class="align_left">Epoch limit</td><td class="align_center">3500</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Autoencoder training parameters.</div>

Security and Communication Networks

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Table 3

Table 3: OverWatch: A Cross-Plane DDoS Attack Defense Framework with Collaborative Intelligence in SDN 