Primary Areas: Grid Cyber Security, Deep Learning, Game Theory Secondary Areas: Adversarial Attacks, Digital Forensics
IEEE Task Force Reports
IEEE Technical report: Cyber-Physical Interdependence for Power System Operation and Control, 2023. Link
Preprints
T. Das, R. Shukla, S. Rath, and S. Sengupta, "Bringing To Light: Adversarial Poisoning Detection in Multi-controller Software-defined Networks", May 2023. Link
Journal/Magazine Articles
S. Rath, T. Das, and S. Sengupta, "Improvise, Adapt, Overcome: Dynamic Resiliency Against Unknown Attack Vectors in Microgrid Cybersecurity Games", IEEE Transactions on Smart Grid, March 2024. (Early Access) Link
S. Rath, L. D. Nguyen, S. Sahoo, and P. Popovski, "Self-Healing Secure Blockchain Framework in Microgrids", IEEE Transactions on Smart Grid, March 2023. (Early Access) Link
A. Takiddin, S. Rath, M. Ismail, and S. Sahoo, “Detection of Anomalous Data in DC Microgrids Using LSTM Stacked Autoencoders”, IEEE Systems Journal, vol. 16, no. 4, pp. 6097-6106, Dec. 2022. Link
S. Rath and S. Sahoo, “An overview of physics-informed cyber security tools for power electronic systems”, IEEE Technical Committee on Cyber-Physical Systems Newsletter, vol. 6, no. 1, pp. 7-11, March 2021. (Invited Paper) Link
S. Rath, D. Pal, P. S. Sharma, and B. K. Panigrahi, “A cyber-secure distributed control architecture for autonomous AC microgrid”, IEEE Systems Journal, vol. 15, no. 3, pp. 3324-3335, Sept. 2021. Link
Conferences
V. K. Singh, E. Tucker, and S. Rath, "Federated Machine Learning-Based Anomaly Detection System for Synchrophasor Network Using Heterogeneous Data Sets", IEEE PES T&D Conference & Exposition (2024).
T. Das, S. Rath, and S. Sengupta, “Telling Apart: ML Framework Towards Cyber Attack and Fault Differentiation in Microgrids”, IEEE International Conference on Industrial Cyber-Physical Systems (2024). Link
S. Rath, and S. Sengupta, “Improvise, Adapt, Overcome: Dynamic Resiliency Against Unknown Attack Vectors in Microgrid Cybersecurity Games”, Center of Academic Excellence in Cybersecurity Community Annual Symposium (2024).
A. Meepaganithage, S. Rath, M. Nicolescu, M. Nicolescu, and S. Sengupta, “Image Forgery Detection Using Convolutional Neural Networks”, IEEE International Symposium on Digital Forensics and Security (ISDFS '24).
M. Jahanzeb, S. Rath, and M. H. Zaib, “Enhanced Privacy in Optical Image Restoration: A Federated Deep Memory-Integrated Neural Network Approach”, IEEE International Symposium on Digital Forensics and Security (ISDFS '24). Link
S. Bandal, and S. Rath, “Unveiling Digital Secrets: An Image Text Vision App for Enhanced Digital Forensics Investigations”, IEEE International Symposium on Digital Forensics and Security (ISDFS '24). Link
A. Meepaganithage, S. Rath, M. Nicolescu, M. Nicolescu, and S. Sengupta "Feature Selection Using the Advanced Shapley Value", IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC '24). Link
S. Rath, S. Sahoo, and S. Sengupta, "Digital Twins for Moving Target Defense Validation in AC Microgrids", IEEE Energy Conversion Congress and Expo (ECCE '23). Link
S. Rath, A. Intriago, S. Sengupta, and C. Konstantinou, "Lost at Sea: Assessment and Evaluation of Rootkit Attacks on Shipboard Microgrids", IEEE Electric Ship Technologies Symposium (ESTS '23). Link
S. Rath, T. Das, I. Astaburuaga, and S. Sengupta, "Less is More: Deep Learning Framework for Digital Forensics in Resource-Constrained Environments", IEEE International Symposium on Digital Forensics and Security (ISDFS '23). Link
S. Rath, I. Zografopoulos, P. P. Vergara, V. Nikolaidis, and C. Konstantinou, “Behind closed doors: process-level rootkit attacks in cyber-physical microgrids”, IEEE Power and Energy Society General Meeting (PESGM ‘22). Link
S. Rath, I. Zografopoulos, and C. Konstantinou, “Poster: Stealthy Rootkit Attacks on Cyber-Physical Microgrids”, In Proc. The Twelfth ACM International Conference on Future Energy Systems (e-Energy ’21), June 28-July 2, 2021, Virtual Event, Italy. ACM, New York, NY, USA. Link
Book Chapter
S. Rath, C. Konstantinou, B. Papari, C. S. Edrington, P. Ge, and F. Teng, “Microgrids in mission-critical applications”, Institution of Engineering and Technology (IET). Link
News Articles
S. Sengupta, P. Fajri, T. Das, and S. Rath, "Can electric vehicles be hacked?", Nevada Today, April 21, 2023. Link