Towards the Development of a Cloud Computing Intrusion Detection Framework Using an Ensemble Hybrid Feature Selection Approach

<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">FS method</td><td class="align_center">Selected features</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">SelectKBest (20)</td><td class="align_center">F1, F3, F4, F5, F6, F10, F12, F13, F16, F23, F24, F25, F26, F29, F32, F33, F34, F36, F38, F39</td></tr><tr><td class="align_left">Random Forest (20)</td><td class="align_center">F1, F3, F4, F5, F6, F7, F9, F10, F17, F20, F23, F28, F29, F30, F32, F34, F35, F38, F39, F40</td></tr><tr><td class="align_left">AdaBoost (18)</td><td class="align_center">F1, F2, F3, F4, F5, F6, F8, F11, F23, F26, F29, F32, F33, F34, F35, F38, F39, F40 </td></tr><tr><td class="align_left">HEFSM (11)</td><td class="align_center">F1, F3, F4, F5, F6, F23, F29, F32, F34, F38, F39</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Journal of Computer Networks and Communications

tab7

Table 7

Table 7: Towards the Development of a Cloud Computing Intrusion Detection Framework Using an Ensemble Hybrid Feature Selection Approach 