Deep Learning Approaches for Predictive Masquerade Detection

<table class="fixed-width table-group" id="tab6"><tr><td><table class="table"><colgroup><col style="width:6.91em"/><col style="width:6.66em"/><col style="width:6.82em"/></colgroup><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2"><b>Actual Class</b></td><td class="align_center" colspan="2"><b>Predicted Class</b></td></tr><tr class="thead"><td class="align_center"><b>Normal User</b></td><td class="align_center"><b>Masquerader</b></td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Normal User</td><td class="align_center">TN</td><td class="align_center">FP</td></tr><tr><td class="align_left">Masquerader</td><td class="align_center">FN</td><td class="align_center">TP</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The confusion matrix of the masquerade detection outcomes.</div>

Security and Communication Networks

tab6

Table 6

Table 6: Deep Learning Approaches for Predictive Masquerade Detection 