Network Intrusion Detection Method Based on Multi-Scale CNN in Internet of Things

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Item</td><td class="align_center">Accuracy (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Normal</td><td class="align_center">93.37</td></tr><tr><td class="align_left">DoS</td><td class="align_center">94.01</td></tr><tr><td class="align_left">Probe</td><td class="align_center">92.43</td></tr><tr><td class="align_left">R2L</td><td class="align_center">92.36</td></tr><tr><td class="align_left">U2R</td><td class="align_center">91.07</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Test results for test data set.</div>

Mobile Information Systems

tab5

Table 5

Table 5: Network Intrusion Detection Method Based on Multi-Scale CNN in Internet of Things 