A Metaheuristic Autoencoder Deep Learning Model for Intrusion Detector System

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithms</td><td class="align_center">AIDA</td><td class="align_center">Gray-scale</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Accuracy</td><td class="align_center">88</td><td class="align_center">93</td></tr><tr><td class="align_left"><i>F</i>-score</td><td class="align_center">95</td><td class="align_center">87</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of different algorithms on CICIDS2017.</div>

Mathematical Problems in Engineering

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Table 6

Table 6: A Metaheuristic Autoencoder Deep Learning Model for Intrusion Detector System 