IoTPerimeter: A Passive Fingerprinting of Smart Environment using Graph-based Features

Integration of orthogonal services in a single IoT device makes it difficult to apply traditional mechanism of device identification vis-a-vis reconnaissance of a smart home environment. Rule based white listing of IoT devices becomes difficult when IP camera is integrated with a smart bulb for example. In this paper, we aim to build a graph of (private or public) IP addresses used by IoT devices within a specific time window and check if the...