Areas of Teaching Interest
Computer Networks, Data Security, Network Security
Areas of Research Interest
Security and privacy in big data, machine learning, Internet of things, cyber-physical systems, mobile computing, and wireless networks.
Educational Background
Ph.D., University of Florida
Selected Publications
- DP-ADMM: ADMM-based Distributed Learning with Differential Privacy
Z. Huang, R. Hu, Y. Guo, E. Chan-Tin, and Y. Gong
accepted for publication in IEEE Transactions on Information Forensics & Security (TIFS), Aug. 2019. - SAFE:Secure Appliance Scheduling for Flexible and Efficient Energy Consumption for Smart Home IoT
S. Errapotu, J. Wang, Y. Gong, J. Cho, M. Pan, and Z. Han
accepted for publication in IEEE Internet of Things Journal (IoT-J), Aug. 2018. - Protecting Operation-Time Privacy of Primary Users in Downlink Cognitive Two-Tier Networks
X. Dong, Y. Gong, J. Ma, and Y. Guo
IEEE Transactions on Vehicular Technology (TVT), vol. 67, no. 7, pp. 6561-6572, July 2018. - Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets
Y. Guo, M. Pan, and Y. Gong,
IEEE Transactions on Cloud Computing (TCC), Early Access, May 2018. - Data-Driven Optimization Based Primary Users’ Operational Privacy Preservation
J. Wang, S. Errapotu, Y. Gong, L. Qian, R. Jäntti, M. Pan, and Z. Han
IEEE Transactions on Cognitive Communications and Networking (TCCN), vol. 4, no. 2, pp. 357-367, May 2018. - Dynamic Multi-Tenant Coordination for Sustainable Colocation Data Centers
Y. Guo, M. Pan, Y. Gong, and Y. Fang
accepted for publication in IEEE Transactions on Cloud Computing (TCC), April 2017. - Optimal Task Recommendation for Mobile Crowdsourcing with Privacy Control
Y. Gong, L. Wei, Y. Guo, C. Zhang, and Y. Fang
IEEE Internet of Things Journal (IoT-J), vol. 3, no. 5, pp. 745-756, Oct. 2016. - Private Data Analytics on Biomedical Sensing Data via Distributed Computation
Y. Gong, Y. Fang, and Y. Guo
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), vol. 13, no. 3, pp. 431-444, May/June 2016. - A Privacy-Preserving Scheme for Incentive-Based Demand Response in Smart Grid
Y. Gong, Y. Cai, Y. Guo, and Y. Fang
IEEE Transactions on Smart Grid (TSG), vol. 7, no. 3, pp. 1304-1313, May 2016. - Protecting Location Privacy for Task Allocation in Ad-Hoc Mobile Cloud Computing
Y. Gong, C. Zhang, Y. Fang, and J. Sun
IEEE Transactions on Emerging Topics in Computing (TETC), vol. 6, no. 1, pp. 110-121, Jan.-March 2018. - Energy and Network Aware Workload Management for Sustainable Data Centers with Thermal Storage
Y. Guo, Y. Gong, Y. Fang, P. Khargonekar, and X. Geng
IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 8, pp. 2030-2042, August 2014.