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Discretization-based ensemble model for robust learning in IoT. (arXiv:2307.08955v1 [cs.LG])
cs.CR updates on arXiv.org arxiv.org
IoT device identification is the process of recognizing and verifying
connected IoT devices to the network. This is an essential process for ensuring
that only authorized devices can access the network, and it is necessary for
network management and maintenance. In recent years, machine learning models
have been used widely for automating the process of identifying devices in the
network. However, these models are vulnerable to adversarial attacks that can
compromise their accuracy and effectiveness. To better secure device
identification …
access device devices identification iot iot device iot devices machine machine learning machine learning models maintenance management network network management process