Automated identification of vulnerable devices in networks using traffic data and deep learning

Abstract

Many IoT devices are vulnerable to attacks due to flawed security designs and lacking mechanisms for firmware updates or patches to eliminate the security vulnerabilities. Device-type identificatio...