Books and Magazine Articles
[B1] D. Mashima, Y. Chen, M. M. Roomi, S. Lakshminarayana and D. Chen (2023), "Cybersecurity for Modern Smart Grid Against Emerging Threats," NOW Publishers, Foundations and Trends® in Privacy and Security: Vol. 5: No. 4, pp 189-285.
Journal Publications
[J34] S. Lakshminarayana, Y. Chen, C. Konstantinou, D. Mashima, and A.K. Srivastava, "Survey of Moving Target Defense in Power Grids: Design Principles, Tradeoffs, and Future Directions," in submission, arXiv:2409.18317 .
[J33] H. Jahangir, S. Lakshminarayana, and C. Maple, "Localizing Load-Altering Attacks Against Power Grids Using Deep Capsule Nets," in submission.
[J32] Y. Chen, S. Lakshminarayana and H. V. Poor, "Moving Target Defense Against Adversarial False Data Injection Attacks In Power Grids," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3560127.
[J31] S. Maleki, S. Pan, S. Lakshminarayana, C. Konstantinou, "Survey of Load-Altering Attacks Against Power Grids: Attack Impact, Detection and Mitigation" IEEE Open Access Journal of Power and Energy, 2025, https://arxiv.org/abs/2410.22007
[J30] S. Lakshminarayana, Y. Chen, C. Maple, A. Larkins, D. Flack, C. Few, K.A. David, and A.K. Srivastava, "Cybersecurity Threats to Power Grid Operations From the Demand-Side Response Ecosystem," IEEE Industrial Electronics Magazine, 2025
[J29] I. Zografopoulos et al., "Cyber-Physical Interdependence for Power System Operation and Control," in IEEE Transactions on Smart Grid, 2025, doi: 10.1109/TSG.2025.3538012
[J28] M. P. Goodridge, S. Lakshminarayana, and A. Zocca, "Uncovering Load-Altering Attacks Against N-1 Secure Power Grids: A Rare-Event Sampling Approach" IEEE Transactions on Power Systems, 2024 , doi: 10.1109/TPWRS.2024.3419725.
[J27] H. Jahangir, S. Lakshminarayana, and H. V. Poor, "Charge Manipulation Attacks Against Smart Electric Vehicle Charging Stations and Deep Learning-based Detection Mechanisms" IEEE Transactions on Smart Grid, vol. 15, no. 5, pp. 5182-5194, Sept. 2024.
[J26] J. Uduagbomen, M. S. Leeson, Z. Liu, S. Lakshminarayana, and T. Xu, "Modified failproof physics-informed neural network framework for fast and accurate optical fiber transmission link modeling," Appl. Opt. 63, 3794-3802 (2024).
[J25] U. Hijjawi, S. Lakshminarayana, T. Xu, G. Fierro, M. Rahman, ``A review of automated solar photovoltaic defect detection systems: Approaches, challenges, and future orientations,''
Elsevier Solar Energy, Volume 266, 2023.
Elsevier Solar Energy, Volume 266, 2023.
[J24] H. Jahangir, S. Lakshminarayana, C. Maple, and G. Epiphaniou "A Deep-Learning based Approach for Securing the Power Grid Against Load-Altering Threats by IoT-Enabled Devices," IEEE Internet of Things Journal, vol. 10, no. 12, pp. 10687 - 10697, June 2023.
[J23] Z. Chu, S. Lakshminarayana, B. Chaudhuri, and F. Teng, "Mitigating Load-Altering Attacks Against Power Grids Using Cyber-Resilient Economic Dispatch," IEEE Trans. on Smart Grid, 2022, vol. 14, no. 4, pp. 3164-3175, July 2023.
[J22] S. Sthapit, S. Lakshminarayana, G. Epiphaniou, L.He, and C. Maple, "Reinforcement Learning for Security Aware Computation Offloading in Satellite Networks," IEEE Internet of Things Journal, vol. 9, no. 14, pp. 12351-12363, July 2022.
[J21] S. Lakshminarayana, J. Ospina, and C. Konstantinou, "Load-Altering Attacks Against Power Grids under COVID-19 Low-Inertia Conditions", IEEE Open Access Journal of Power and Energy, vol.9, pp. 226-240, 2022.
[J20] Y. Chen, S. Lakshminarayana, C. Maple, and H.V. Poor, "A Meta-Learning Approach to Compute Optimal Power Flow Under Topology Reconfigurations," IEEE Open Access Journal of Power and Energy, vol.9, pp. 109-120, 2022.
[J19] S. Lakshminarayana, S. Sthapit, H. Jahangir, C. Maple, and H.V. Poor "Data-Driven Detection and Identification of IoT-Enabled Load-Altering Attacks in Power Grids", IET Smart Grid Journal, 5(3), 203 - 218, 2022.
[J18] I. Gheyas, G. Epiphaniou, C. Maple, and S. Lakshminarayana. "A Resilient Cyber-Physical Demand Forecasting System for Critical Infrastructures against Stealthy False Data Injection Attacks" Applied Sciences 12, no. 19: 10093, 2022.
[J17] S. Lakshminarayana, S. Sthapit, and C. Maple, “Application of Physics-Informed Machine Learning Techniques for Power Grid Parameter Estimation” Sustainability (Special Issue of Securing Smart Grid Cyber-Physical Infrastructure Against Emerging Threats), 2022, 14(4):2051.
[J16] S.B.R. Tirmizi, Y. Chen, S. Lakshminarayana, W. Feng, A.A. Khuwaja, "Hybrid Satellite–Terrestrial Networks toward 6G: Key Technologies and Open Issues", Sensors, 22, 8544, 2022.
[J15] S. Lakshminarayana, E.V. Belmega, and H.V. Poor, "Moving Target Defense Against Cyber-Physical Attacks in Power Grids via Game Theory", IEEE Trans. on Smart Grid, vol. 12, no. 6, pp. 5244-5257, Nov. 2021. Selected among Top 5 papers published in IEEE TSG for 2021!
[J14] S. Lakshminarayana, S. Adhikari, and C. Maple, "Analysis of IoT-Enabled Load-Altering Attacks Using the Theory of Second-Order Systems," IEEE Trans. on Smart Grid, 2021, vol. 12, no. 5, pp. 4415-4425, Sept. 2021.
[J13] S. Lakshminarayana, A. Kammoun, M. Debbah, and H.V. Poor, "Data-Driven False Data Injection Attacks Against Power Grids: A Random-Matrix Approach", IEEE Trans. on Smart Grid, Vol. 12, no. 1, pp. 635-646, Jan. 2021.
[J12] S. Lakshminarayana, and D.K.Y. Yau, "Cost-Benefit Analysis of Moving Target Defense in Power Grids", IEEE Trans. on Power Systems, vol. 36, no. 2, pp. 1152-1163, Mar. 2021.
[J11] S. Lakshminarayana, Z. Teng, J.S. Karachiwala, R. Tan, and D.K.Y. Yau, "Performance and Resilience of Cyber-Physical Control Systems with Reactive Attack Mitigation", IEEE Trans. on Smart Grid, vol.10, no. 6, Nov. 2019, pp. 6640-6654.
[J10] S. Lakshminarayana, Z. Teng, R. Tan, and D.K.Y. Yau, "Modeling and Detecting False Data Injection Attacks Against Railway Traction Power Systems", ACM Trans. on Cyber-Phys. Syst. (TCPS), vol. 2, no. 4, Sep.2018, pp. 28:1--28:29.
[J9] S. Lakshminarayana, Y. Xu, H. V. Poor, and T. Q. S. Quek, "Cooperation of Storage Operation in Power Network with Renewable Generation" IEEE Trans. on Smart Grids, vol. 7, no. 4, July 2016, pp. 2108-2122.
[J8] S. Lakshminarayana, H.V. Poor, and T.Q.S. Quek, "Cooperation and Storage Trade-offs in Power Grids with Renewable Energy Resources", IEEE Journal on Selected Areas in Communication (JSAC) on "Smart Grid Communication Series", vol. 32, no.7, Jul 2014, pp. 1-12.
[J7] S. Lakshminarayana, M. Debbah, and M. Assaad, "Coordinated Multi-cell Beamforming for Massive MIMO: A Random Matrix Theory Approach" IEEE Trans. on Information Theory, vol. 61, no.6, Jun. 2015, pp. 3887-3412.
[J6] S. Lakshminarayana, M. Assaad and M. Debbah, “Transmit Power Minimization in Small Cell Networks Under Time Average QoS Constraints,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 33, no. 10, Oct. 2015, pp. 2087-2103.
[J5] M.Maso, S. Lakshminarayana, T.Q.S. Quek and H.V. Poor, "The Price of Self- Sustainability in Block Transmissions", IEEE Journal on Selected Areas in Communication (JSAC), vol. 33, no.8, Aug. 2015, pp. 1549-1562.
[J4] C.F. Liu, M. Maso, S. Lakshminarayana, C.H. Lee, and T.Q.S. Quek, "Simultaneous Information and Power Transfer under Different CSI Acquisition Schemes", IEEE Trans. on Wireless Communications, vol. 14, no. 4, Apr. 2015, pp. 1911-1926.
[J3] M.Maso, S. Lakshminarayana, T.Q.S. Quek and H.V. Poor, "A Composite Approach to Self-Sustainable Transmissions: Rethinking OFDM", IEEE Trans. on Communications, vol. 62, no.11, Nov. 2014, pp. 3904 -3917.
[J2] S. Lakshminarayana, M. Assaad and M. Debbah, "H-Infinity Control Based Scheduler for the Deployment of Small Cell Networks", Elsevier Performance Evaluation Journal, vol. 70, no. 7-8, Jul. 2013, pp. 513-527
[J1] S. Lakshminarayana, and A.Eryilmaz, "Multirate Multicasting with Intra-Layer Network Coding", IEEE/ACM Trans. on Networking, vol. 21, no.4, Aug. 2013, pp. 1256-1269.
Conference Publications
I am no longer updating conference publications. Please refer to my Google Scholar page for a full list.
Patents
M. Maso, S. Lakshminarayana, T.Q.S. Quek, "A Communication Device and Related Method of Communication," PCT/SG2014/000429, WO2015038070 A1, Sep. 12, 2014.