Canopy: A Verifiable Privacy-Preserving Token Ring based Communication Protocol for Smart Homes
This addresses privacy concerns for smart home users by preventing activity inference, though it appears incremental as an extension of token ring protocols to this domain.
The paper tackles privacy risks in smart homes where user activities can be inferred from device and network traffic patterns, developing a token ring protocol that hides device activities and communication channels to preserve privacy. Experiments evaluate the approach's communication overhead and privacy performance.
This paper focuses on the new privacy challenges that arise in smart homes. Specifically, the paper focuses on inferring the user's activities -- which may, in turn, lead to the user's privacy -- via inferences through device activities and network traffic analysis. We develop techniques that are based on a cryptographically secure token circulation in a ring network consisting of smart home devices to prevent inferences from device activities, via device workflow, i.e., inferences from a coordinated sequence of devices' actuation. The solution hides the device activity and corresponding channel activities, and thus, preserve the individual's activities. We also extend our solution to deal with a large number of devices and devices that produce large-sized data by implementing parallel rings. Our experiments also evaluate the performance in terms of communication overheads of the proposed approach and the obtained privacy.