IoT-DeepSense: Behavioral Security Detection of IoT Devices Based on Firmware Virtualization and Deep Learning

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">PID</td><td class="align_center">Event sequence</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">623</td><td class="align_center">4,5,6,6,7,8,9,10,11,12,13,14,15</td></tr><tr><td class="align_left">647</td><td class="align_center">3,2,5,6,2,2,2,4</td></tr><tr><td class="align_left">649</td><td class="align_center">1,2,3,2,6,6,6,8,9,6,2,4,5,6,3</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>PID and system behavior event sequence.</div>

Security and Communication Networks

tab4

Table 4

Table 4: IoT-DeepSense: Behavioral Security Detection of IoT Devices Based on Firmware Virtualization and Deep Learning 