Toward a Real-Time TCP SYN Flood DDoS Mitigation Using Adaptive Neuro-Fuzzy Classifier and SDN Assistance in Fog Computing

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">All new dataset</td><td class="align_center">All samples</td><td class="align_center">BEGNIN</td><td class="align_center">SYN</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Training day</td><td class="align_center">1582681</td><td class="align_center">392</td><td class="align_center">1582289</td></tr><tr><td class="align_left">Testing day</td><td class="align_center">4320541</td><td class="align_center">35790</td><td class="align_center">4284751</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>SYN flood CIC-DDoS 2019 dataset.</div>

Security and Communication Networks

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Table 3

Table 3: Toward a Real-Time TCP SYN Flood DDoS Mitigation Using Adaptive Neuro-Fuzzy Classifier and SDN Assistance in Fog Computing 