Detecting P2P Botnet in Software Defined Networks

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Traffic class</td><td class="align_center">ROC AUC</td><td class="align_center">P/R AUC</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Storm</td><td class="align_center">0.987</td><td class="align_center">0.982</td></tr><tr><td class="align_left">Zeus</td><td class="align_center">0.987</td><td class="align_center">0.962</td></tr><tr><td class="align_left">eMule</td><td class="align_center">0.971</td><td class="align_center">0.959</td></tr><tr><td class="align_left">uTorrent</td><td class="align_center">0.985</td><td class="align_center">0.977</td></tr><tr><td class="align_left">Skype</td><td class="align_center">0.980</td><td class="align_center">0.958</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Evaluation of KNN binary classifier.</div>

Security and Communication Networks

tab7

Table 7

Table 7: Detecting P2P Botnet in Software Defined Networks 