Publications

Le, T. L. T., Tan, H. C., Ng, Z. W., Kalbarczyk, Z., Yau, D. K. Y., Mashima, D., & Lou, X. (2026). Drift-aware online anomaly detection in smart buildings via temporal variational autoencoder gradient profile. In Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems (e-Energy ’26) (pp. 272–283). Association for Computing Machinery. https://doi.org/10.1145/3744255.3811742

Umer, M. A., Ahmed, C. M., Mathur, A. P., et al. (2026). Attack pattern mining to discover hidden threats to industrial control systems. International Journal of Information Security, 25, 70. https://doi.org/10.1007/s10207-026-01236-y

S. Shrivastava and A. P. Mathur, “Beyond Anomaly Detection: Securing Critical Infrastructure Using Plantshield,” 2026 IEEE 16th Annual Computing and Communication Workshop and Conference (CCWC), Las Vegas, NV, USA, 2026, pp. 0850-0856, https://doi.org/10.1109/CCWC67433.2026.11393869

X. Cao, Z. Yang, J. Ning, C. Jin, Z. Liu and J. Zhou, “Proof of Persistent Aliveness,” in IEEE Transactions on Dependable and Secure Computing, https://doi.org/10.1109/TDSC.2026.3656357

Daisuke Mashima, Jit Biswas, Revati Godse, Muhammad M. Roomi, and Bennet Ng. 2025. Demo: Smart Grid Cyber Twin for Cybersecurity Exercise. In Proceedings of the 7th Joint Workshop on CPS&IoT Security and Privacy (CPSIoTSec ’25). Association for Computing Machinery, New York, NY, USA, 121–122. https://doi.org/10.1145/3733801.3764198

J. Meng, Z. Yang, R. Deng, P. Cheng, J. Chen and J. Zhou, “AIAF: An Automated ICP-Based Attack Framework for Industrial Control Systems,” in IEEE Internet of Things Journal, vol. 13, no. 3, pp. 4653-4667, 1 Feb.1, 2026, https://doi.org/10.1109/JIOT.2025.3639897

Z. Yang, L. He, Y. Hu, P. Cheng, J. Chen and J. Zhou, “ADIS: Detecting and Identifying Manipulated PLC Program Variables Using State-Aware Dependency Graph,” in IEEE Transactions on Information Forensics and Security, vol. 20, pp. 12445-12459, 2025, https://doi.org/10.1109/TIFS.2025.3629569

K. Chehab, W. Aljoby, B. Ng, M. M. Roomi, E. Esiner and D. Mashima, “Automated Generation of Configurable, High-Fidelity, Smart Grid Honeynet,” 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), North York, ON, Canada, 2025, pp. 1-7, https://doi.org/10.1109/SmartGridComm65349.2025.11204583

R. X. Mendoza Santos, E. Esiner, U. Tefek, M. Caesar and D. Mashima, “AutoPGT: LLM-Driven Automated Policy Generation for Securing Industrial Control Systems,” 2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), North York, ON, Canada, 2025, pp. 1-7, https://doi.org/10.1109/SmartGridComm65349.2025.11204572

M. M. Roomi, S. M. S. Hussain, E. -C. Chang, D. M. Nicol and D. Mashima, “Auto-SGCR: Automated Generation of Smart Grid Cyber Range Using IEC 61850 Standard Models,” in IEEE Open Journal of the Industrial Electronics Society, vol. 6, pp. 1575-1592, 2025, https://doi.org/10.1109/OJIES.2025.3604576