Network Intrusion Detection Method Based on FCWGAN and BiLSTM

<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_center" colspan="2" rowspan="2"> </td><td class="align_center" colspan="2">Predicted class</td></tr><tr class="thead"><td class="align_center">Normal</td><td class="align_center">Abnormal</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left" rowspan="2">Actual class</td><td class="align_center">Normal</td><td class="align_center">TP</td><td class="align_center">FN</td></tr><tr><td class="align_center">Abnormal</td><td class="align_center">FP</td><td class="align_center">TN</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Definition of classification confusion matrix.</div>

Computational Intelligence and Neuroscience

tab3

Table 3

Table 3: Network Intrusion Detection Method Based on FCWGAN and BiLSTM 