IoT Device Identification Based on Network Communication Analysis Using Deep Learning. (arXiv:2303.12800v1 [cs.NI])

Attack vectors for adversaries have increased in organizations because of the
growing use of less secure IoT devices. The risk of attacks on an
organization's network has also increased due to the bring your own device
(BYOD) policy which permits employees to bring IoT devices onto the premises
and attach them to the organization's network. To tackle this threat and
protect their networks, organizations generally implement security policies in
which only white listed IoT devices are allowed on the organization's …

adversaries analysis attack attacks attack vectors byod communication deep learning device devices employees identification iot iot device iot devices network networks organization organizations own policy protect risk security threat