RepEL: A Utility-preserving Privacy System for IoT-based Energy Meters
Phuthipong Bovomkeeratiroj, Srini Iyengar, Stephen Lee, David Irwin, and Prashant ShenoyIoTDI 2020Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era
Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin, and Prashant ShenoyICDCS 2018Weatherman: Exposing Weather-based Privacy Threats in Big Energy Data
Dong Chen and David IrwinBigData 2017Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches
Dong Chen and David IrwinGreenmetrics 2017SunDance: Black-box Behind-the-Meter Solar Disaggregation
Dong Chen and David Irwine-Energy 2017SunSpot: Exposing the Location of Anonymous Solar-powered Homes
Dong Chen, Srini Iyengar, David Irwin, and Prashant ShenoyBuildSys 2016SmartSim: A Device-Accurate Smart Home Simulator for Energy Analytics
Dong Chen, David Irwin, and Prashant ShenoySmartGridComm 2016Non-Intrusive Model Detection: Automated Modeling of Residential Electrical Loads
Srini Iyengar, David Irwin, and Prashant Shenoye-Energy 2016Preventing Occupancy Detection from Smart Meter Data
Dong Chen, Sandeep Kalra, David Irwin, Prashant Shenoy, and Jeannie AlbrechtIEEE ToSG 2015PowerPlay: Creating Virtual Power Meters through Online Load Tracking in Smart Homes
Sean Barker, Sandeep Kalra, David Irwin, and Prashant ShenoyBuildSys 2014Selected as one of top three Best Papers at BuildSys!Non-Intrusive Load Identification for Smart Outlets
Sean Barker, Moaj Musthag, David Irwin, and Prashant ShenoySmartGridComm 2014Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters
Dong Chen, David Irwin, Prashant Shenoy, and Jeannie AlbrechtPerCom 2014