Assistant Professor
Department of Industrial Engineering
269 Freeman Hall, Clemson University
Clemson, SC 29634-0920
Phone: (864) 656-1435
Fax: (864) 656-0795
Email: dli4@clemson.edu
Personal Web Page:
http://dli4.people.clemson.edu/
Department Research Thrust Pages:
Education
BS, Mechanical (Automotive) Engineering
Tsinghua University, Beijing, China, 2015
MS, Statistics
Georgia Institute of Technology, 2020
PhD, Industrial Engineering
Georgia Institute of Technology, 2021
Research Areas
Cybersecurity for Cyber-Physical Systems (CPS) / Industrial Control Systems (ICS), machine learning, sensor-based anomaly detection, complex system modeling, and reliability engineering
Selected Publications
D. Li, N. Gebraeel and K. Paynabar, "Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems," in IEEE Transactions on Automation Science and Engineering, doi: 10.1109/TASE.2020.3013760.
Dan Li, Kamran Paynabar & Nagi Gebraeel (2021) A degradation-based detection framework against covert cyberattacks on SCADA systems, IISE Transactions, 53:7, 812-829, doi: 10.1080/24725854.2020.1802537
D. Li, P. Ramanan, N. Gebraeel and K. Paynabar, "Deep Learning Based Covert Attack Identification for Industrial Control Systems," 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA), 2020, pp. 438-445, doi: 10.1109/ICMLA51294.2020.00075.
P. Ramanan, D. Li and N. Gebraeel, "Blockchain-Based Decentralized Replay Attack Detection for Large-Scale Power Systems," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi: 10.1109/TSMC.2021.3104087.
Ana María Estrada Gómez, Dan Li & Kamran Paynabar (2021) An Adaptive Sampling Strategy for Online Monitoring and Diagnosis of High-dimensional Streaming Data, Technometrics, doi: 10.1080/00401706.2021.1967198
Ashok, D. Li, N. Gebraeel and D. Divan, "Online Detection of Inter-turn Winding Faults in Single-Phase Distribution Transformers Using Smart Meter Data," in IEEE Transactions on Smart Grid, doi: 10.1109/TSG.2021.3102101.
Courses Taught
IE 4610 Quality Engineering
Professional Affiliations
Member of INFORMS
Member of IISE
Member of IEEE