Research

Author names below in italics are students in my group.

Full Publication List and Technical Reports can be found here

[BuildSys’20] SolarTrader: Enabling Distributed Solar Energy Trading in Residential Virtual Power Plants.
Yuzhou Feng, Qi Li, Dong Chen, and Raju Rangaswami.
In Proc. of the 7th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2020), Acceptance Rate = 24.3%.
The Best Paper Award from ACM BuildSys’20

[IGSC’20] SolarDiagnostics: Automatic Rooftop Solar Photovoltaic Array Damage Detection.
Qi Li, Keyang Yu and Dong Chen.
In Proc. of the Eleventh IEEE International Green and Sustainable Computing Conference, IGSC’20, Oct 19-22, Acceptance Rate = 23%.

[IPSN’20] SolarFinder: Automatic Detection of Solar Photovoltaic Arrays.
Qi Li, Yuzhou Feng, Yuyang Leng, and Dong Chen.
In Proc. of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN’20, April 21-24, 2020, Sydney, Australia, Acceptance Rate = 21.33%.

[MASS’19] Solar-TK: A Data-driven Toolkit for Solar PV Performance Modeling and Forecasting.
Noman Bashir, Dong Chen, David Irwin, and Prashant Shenoy.
In Proc. of the 16th IEEE International Conference on Mobile Ad-Hoc and Smart Systems, November 4-7, 2019, Monterey, CA, USA.

[BuildSys’19] Solar-TK: A Solar Modeling and Forecasting Toolkit: Demo.
Noman Bashir, Dong Chen, David Irwin, Prashant Shenoy.
In Proceedings of Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys’19, New York.

[BuildSys’18] Staring at the Sun: A Physical Black-box Solar Performance Model.
Dong Chen, Joseph Breda, David Irwin.
In Proc. of the 2018 ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys’18), November 07 - 08, 2018. Acceptance rate: 24.19%.

[eEnergy’17] SunDance: Black-box Behind-the-Meter Solar Disaggregation.
Dong Chen, David Irwin.
In Proceedings of the eighth ACM International Conference on Future Energy Systems (e-Energy’17), Hongkong, 2017. Acceptance ratio = 26.7%.

[Greenmetrics’17] Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches.
Dong Chen, David Irwin.
In Proceedings of 2017 ACM Greenmetrics (Greenmetrics’17), Urbana-Champaign, IL, USA, June 6, 2017. Re-published: Performance Evaluation Review, Vol. 45, No. 2, September 2017.

[SmartGridComm’16] SmartSim: A Device-Accurate Smart Home Simulator for Energy Analytics.
Dong Chen, David Irwin, Prashant Shenoy.
In Proceedings of the 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm’16), Sydney, Australia, 2016.

[BigData’17] Weatherman: Exposing Weather-based Privacy Threats in Big Energy Data.
Dong Chen, David Irwin.
In Proceedings of 2017 IEEE International Conference on Big Data (BigData’17), Boston, MA, USA, Dec 11-14, 2017. Accept Rate = 87/437 = 20%.

[BuildSys’16] SunSpot: Exposing the Location of Anonymous Solar-powered Homes.
Dong Chen, Srinivasan Iyengar, David Irwin, Prashant Shenoy.
In Proceedings of the 2016 ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys’16), Stanford, CA, USA, 2016. Accept Rate = 24.48%.

[TOSG] Preventing Occupancy Detection from Smart Meters.
Dong Chen, Sandeep Kalra, David Irwin, Prashant Shenoy, and Jeannie Albrecht.
IEEE Transactions on Smart Grid, 6(5), pp.2426-2434, 2015, Impact Factor: 8.267.

[Percom’14] Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters.
Dong Chen, David Irwin, Prashant Shenoy, Jeannie Albrecht.
In Proceedings of the 12th IEEE International Conference on Pervasive Computing and Communications (Percom’14), Budapest, Hungary, 2014. Acceptance rate = 14%.

[BuildSys’13] Non-Intrusive Occupancy Monitoring using Smart Meters.
Dong Chen, Sean Barker, Adarsh Subbaswamy, David Irwin, Prashant Shenoy.
In Proceedings of the Fifth ACM Workshop On Embedded Sensing Systems For Energy-Efficiency In Buildings (BuildSys’13), Roma, Italy, November 11-15, 2013. Accept Ratio = 39%.

[ICDCS’18] Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era.
Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin and Prashant Shenoy.
In Proc. of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS’18), July 2 – 5, 2018, Vienna, Austria.

[Milcom’19] IoTSpot: Identifying the IoT Devices Using Their Anonymous Network Traffic Data.
Liangdong Deng, Yuzhou Feng, Dong Chen, and Naphtali Rishe.
In Proc. of the 38th IEEE Military Communications Conference, MILCOM 2019, November 12-14, 2019, Norfolk, VA.

[Sensors] A Dynamic Estimation of Service Level Based on Fuzzy Logic for Robustness in the Internet of Things.
Bing Jia, Lifei Hao, Chuxuan Zhang, and Dong Chen.
Sensors, 18(7), 2019.

[ComSiS] TRM-IoT: A trust management model based on fuzzy reputation for internet of things.
Dong Chen, Guiran Chang, Dawei Sun, Jie Jia, Xingwei Wang.
Comput. Sci. Inf. Syst. 8 (4), 1207-1228, 2011.

[TIIS] A survey on security issues of M2M communications in cyber-physical systems.
Dong Chen, Guiran Chang.
KSII Transactions on Internet and Information Systems (TIIS) 6 (1), 24-45, 2011.

[ICGEC’11] A novel secure architecture for the Internet of Things.
Dong Chen, Guiran Chang.
In Proceedings of 2011 Fifth International Conference on Genetic and Evolutionary Computing, pages: 311-314.

[WiSec’20] IoT devices discovery and identification using network traffic data: poster.
Yuzhou Feng, Liangdong Deng, Dong Chen.
In Proceedings of the 12th Conference on Security and Privacy in Wireless and Mobile Networks, Miami.

[WiSec’20] Exposing the location of anonymous solar-powered homes: poster.
Qi Li, Dong Chen.
In Proceedings of the 12th Conference on Security and Privacy in Wireless and Mobile Networks, Miami.