Canopy: A verifiable privacy-preserving token ring-based communication protocol for smart homes
- ,
- Shantanu Sharma,
- Guoxi Wang,
- Sharad Mehrotra,
- Nalini Venkatasubramanian
- ,
- University of California at Irvine
Open access
Abstract
This article focuses on the new privacy challenges that arise in smart homes. Specifically, the article 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, thus preserving 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.
Publication Information
Output type
Original language
English (US)Article number
3Journal (Volume, Issue Number)
ACM Transactions on Cyber-Physical Systems (Volume 5, Issue 1)Publication milestones
- Published - 01/2021
Publication status
ISSN
2378-962XPublication IDs
- Scopus: 85100320843
