Mobile, Embedded, & Wireless Security

Security and Privacy in Sensor-Actuator Networks


The deployment of wireless sensor-actuator networks for physical sensing and control introduces a number of unique challenges, namely due to the cyber-physical implications of sensing and actuation. Moreover, the small form factor, reliance on battery energy, deployment of unattended devices in potentially challenging or harmful environments, and criticality of timely delivery of control signals further complicate any approach to secure the sensing and actuation processes. Recently, sensor-actuator networks have found new applications in vehicular systems, smart environments, and immersive media applications. Each of these domains presents new requirements and challenges to security and privacy, and we are actively investigating many of them.

Sensor Network Security

Related Publications

  • Jun Han, Shijia Pan, Manal Kumar Sinha, Hae Young Noh, Pei Zhang, and Patrick Tague, "Smart Home Occupant Identification via Sensor Fusion Across On-Object Devices", ACM Transactions on Sensor Networks (TOSN), vol. 14, no. 3-4, pp. 1--22, Dec 2018. [pdf,bib]

  • Jun Han, Albert Jin Chung, Manal Kumar Sinha, Madhumitha Harishankar, Shijia Pan, Hae Young Noh, Pei Zhang, and Patrick Tague, "Do You Feel What I Hear? Enabling Autonomous IoT Device Pairing using Different Sensor Types", 39th IEEE Symposium on Security and Privacy (Oakland 2018), May 2018. [pdf,bib]

  • Shijia Pan, Carlos Ruiz, Jun Han, Adeola Bannis, Patrick Tague, Hae Young Noh, and Pei Zhang, "UniverSense: IoT Device Pairing Using Heterogeneous Sensing Signals", 19th Intl Workshop on Mobile Computing Systems and Applications (HotMobile), Feb 2018. [pdf,bib]

  • Xinlei Chen, Aveek Purohit, Shijia Pan, Carlos Ruiz, Jun Han, Zheng Sun, Frank Mokaya, Patrick Tague, and Pei Zhang, "Design Experiences in Minimalistic Flying Sensor Node Platform through SensorFly", ACM Transactions on Sensor Networks (TOSN), vol. 13, no. 4, pp. 33:1--33:37, Dec 2017. [pdf,bib]

  • Jun Han, Shijia Pan, Manal Kumar Sinha, Hae Young Noh, Pei Zhang, and Patrick Tague, "SenseTribute: Smart Home Occupant Identification via Fusion Across On-Object Sensing Devices", 4th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys) , Nov 2017. [pdf,bib]

  • Xiao Wang, Tong Yu, Ming Zeng, and Patrick Tague, "XRec: Behavior-Based User Recognition Across Mobile Devices", Proc. ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), vol. 1, no. 3, pp. 111:1--111:26, Sep 2017. [pdf,bib]

  • Xiao Wang, Tong Yu, Ole Mengshoel, and Patrick Tague, "Towards Continuous and Passive Identification Across Mobile Devices: An Empirical Study", 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec 2017), Jul 2017. [pdf,bib]

  • Jun Han, Albert Jin Chung, and Patrick Tague, "PitchIn: Eavesdropping via Intelligible Speech Reconstruction using Non-Acoustic Sensor Fusion", 16th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Apr 2017. [pdf,bib]

  • Jun Han, Madhumitha Harishankar, Xiao Wang, Albert Jin Chung, and Patrick Tague, "Convoy: Physical Context Verification for Vehicle Platoon Admission", 18th International Workshop on Mobile Computing Systems and Applications (HotMobile), Feb 2017. [pdf,bib]

  • Xiao Wang and Patrick Tague, "Non-Invasive User Tracking via Passive Sensing: Privacy Risks of Time-Series Occupancy Measurement", ACM CCS Workshop on Artificial Intelligence and Security (AISec), Nov 2014. [pdf,bib]

  • Xiao Wang and Patrick Tague, "ASIA: Accelerated Secure In-network Aggregation in Vehicular Sensing Networks", IEEE International Conference on Sensing, Communication, and Networking (SECON), Jun 2013. [pdf,bib]

  • Yu Seung Kim, Frank Mokaya, Eric Chen, and Patrick Tague, "All Your Jammers Belong to Us - Localization of Wireless Sensors Under Jamming Attack", IEEE International Conference on Communications (ICC), Jun 2012. [pdf,bib]

  • Patrick Tague and Radha Poovendran, "Modeling Node Capture Attacks in Wireless Sensor Networks", 46th Annual Allerton Conference on Communication, Control, and Computing, Sep 2008. [pdf,bib]

  • Patrick Tague and Radha Poovendran, "A Canonical Seed Assignment Model for Key Predistribution in Wireless Sensor Networks", ACM Transactions on Sensor Networks, vol. 3, no. 4, Oct 2007. [pdf,bib]

  • Patrick Tague and Radha Poovendran, "Modeling Adaptive Node Capture Attacks in Multi-hop Wireless Networks", Ad Hoc Networks, vol. 5, no. 6, pp. 801-814, Aug 2007. [pdf,bib]


Acknowledgements

This project is partially supported by the National Science Foundation under grant CNS-1645759. The views and conclusions contained in print and online are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either express or implied, of CMU, NSF, or the U.S. Government or any of its agencies.