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

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Type</td><td class="align_center">DoS</td><td class="align_center">Probe</td><td class="align_center">R2L</td><td class="align_center">U2R</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Type 1</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">1</td></tr><tr><td class="align_left">Type 2</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">1</td><td class="align_center">1</td></tr><tr><td class="align_left">Type 3</td><td class="align_center">0</td><td class="align_center">1</td><td class="align_center">1</td><td class="align_center">1</td></tr><tr><td class="align_left">Type 4</td><td class="align_center">1</td><td class="align_center">1</td><td class="align_center">1</td><td class="align_center">1</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The combination of various intrusion.</div>

Wireless Communications and Mobile Computing

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Table 3

Table 3: Network Intrusion Detection Based on Sparse Autoencoder and IGA-BP Network 