Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left"><i>gamma</i></td><td class="align_center">Auc</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">0</td><td class="align_center">0.99925</td></tr><tr><td class="align_left">1</td><td class="align_center">0.99854</td></tr><tr><td class="align_left">2</td><td class="align_center">0.99820</td></tr><tr><td class="align_left">3</td><td class="align_center">0.99793</td></tr><tr><td class="align_left">4</td><td class="align_center">0.99776</td></tr><tr><td class="align_left">5</td><td class="align_center">0.99771</td></tr><tr><td class="align_left">6</td><td class="align_center">0.99702</td></tr><tr><td class="align_left">7</td><td class="align_center">0.99689</td></tr><tr><td class="align_left">8</td><td class="align_center">0.99656</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Tuning results of <i>gamma</i>.</div>

Security and Communication Networks

tab7

Table 7

Table 7: Using XGBoost to Discover Infected Hosts Based on HTTP Traffic 