Network Intrusion Detection Based on Sparse Autoencoder and IGA-BP Network

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Group</td><td class="align_center">Normal</td><td class="align_center">Intrusion</td><td class="align_center">Total</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">G1</td><td class="align_center">10380</td><td class="align_center">9719</td><td class="align_center">20099</td></tr><tr><td class="align_left">G2</td><td class="align_center">12334</td><td class="align_center">13521</td><td class="align_center">25855</td></tr><tr><td class="align_left">G3</td><td class="align_center">9413</td><td class="align_center">11819</td><td class="align_center">21232</td></tr><tr><td class="align_left">G4</td><td class="align_center">11752</td><td class="align_center">12653</td><td class="align_center">24405</td></tr><tr><td class="align_left">G5</td><td class="align_center">14742</td><td class="align_center">10413</td><td class="align_center">25155</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Details of five groups of data.</div>

Wireless Communications and Mobile Computing

tab4

Table 4

Table 4: Network Intrusion Detection Based on Sparse Autoencoder and IGA-BP Network 