Katherine Davis

Publications

Books

  1. K. R. Davis, M. A. Pai, “Power Circuits and Electromechanics 2nd Edition,” Champaign: Stipes, August 2022.
    [Purchase Link] ISBN: 978-1-64617-334-1

Journal & Conference Papers

  1. S. Hossain-McKenzie, E. Payne, S. Sun, L. Blakely, G. Fragkos, C. Goes, N. Jacobs, A. Layton, K. Davis, “Structural and Temporal Analysis Real-Time Techniques (START) to Improve Understanding and Operation of Intertwined Cyber-Physical System Architectures,” IET Cyber-Physical Systems: Theory and Applications, July. 2026.
  2. H. Huang, V. Poor, K. Davis, “Exploring Power Systems’ Inherent Resilience Against Multi-Hazards: Ecological Robustness-Oriented Optimal Power Flow with Consideration of Reactive Power” accepted to IEEE Transactions on Network Science and Engineering, June 2026. Source, View.
  3. V. O’Brien, T. Kroeger, K. Ruehl, A. Holloway, S. Hossain-McKenzie, K. Davis, M. Bishop, “Containing Cyber Risks on Energy Critical Infrastructure: Effective Practices and Gaps,” invited paper for IEEE Security and Privacy, accepted June 2026.
  4. S. Sun, K. Haque, X. Huo, L. Al Homoud, S. Hossain-McKenzie, A. Goulart, K. Davis, “A Reinforcement Learning Engine with Reduced Action and State Space for Scalable Cyber-Physical Optimal Response,” IET Cyber-Physical Systems: Theory and Applications, April 2026. Source, View.
  5. M. Massaoudi, K. A. Haque, X. Huo, K. R. Davis, “FADEG: Feature-Adaptive Asymmetric Dynamic
    Reweighting GNN Ensemble-Based Intrusion Detection for Power Systems,” IEEE Open Journal of Industry Applications, March 2026. Source, View.
  6. P. Cordeiro, A. Chavez, M. Massaoudi, S. Hozzain-McKenzie, G. Fragkos, A. Reyna, A. Summers, K. Davis, T. Collins, K. Haque, “Design Principles and Experimental Analysis of Secure Data Exchange Approaches for Distributed Cyber-Physical Sensors in Electric Grid Systems,” Energy Informatics, Jan. 2026. Source, View.
  7. C. Keçeci, K. R. Davis and E. Serpedin, “Federated Learning-Based Distributed Localization of False Data Injection Attacks on Smart Grids,” in IEEE Systems Journal, 2025. Source, View
  8. M. Massaoudi, M. E. Eddin, H. Abu-Rub, A. Gharayeb and K. R. Davis, “Online Transient Stability Assessment Under Concept Drift: An ARF Method Assisted Federated Learning for Data Streams,” in IEEE Internet of Things Journal, 2025. Source, View
  9. K. Akramul Haque, M. Massaoudi, L. Al Homoud, K. R. Davis, M. Kabalan and H. Salamy, “Cyber-Physical Emulation and Threat Scenario Simulation for Enhanced Microgrid Resilience,” in IEEE Access, vol. 13, pp. 101455-101471, 2025. Source, View
  10. T.J. Overbye, K. Davis, G.T. Heydt, L. Roald, “Survey of High Impact Electric Power System Papers, 1975-2024,” 2025 IEEE Texas Power and Energy Conference (TPEC), College Station, TX, February 2025. Source, View
  11. M. Massaoudi and K. R. Davis, “SPARQ: A Cyber‑Resilient Voltage Regulation Using Soft Q‑Learning Approach for Autonomous Grid Operations,” IEEE Access, vol. 13, pp. 43830–43842, Mar. 2025. Source, View
  12. S. Sun, H. Huang, E. Payne, S. Hossain-McKenzie, N. Jacobs, H. Poor, A. Layton, K. Davis, “A graph embedding-based approach for automatic cyber-physical power system risk assessment to prevent and mitigate threats at scale.”, IET Cyber-Physical Systems, June 2024 Source, View
  13. L. Blakely, G. Fragkos, S. Hossain-McKenzie, C. Goes, A. Summers, K. Haque, K. Davis, “A Comparison Study of Feature Extraction and Data Fusion Techniques for Improving Cyber-Physical Situational Awareness,” 2024 IEEE/PES Transmission and Distribution Conference and Exposition (T&D), May 2024 Source, View
  14. L. Al Homoud, K. Davis, S. Hossain-McKenzie, N. Jacobs, “CyberDep: Towards the Analysis of Cyber-Physical Power System Interdependencies Using Bayesian Networks and Temporal Data,” Kansas Power and Energy Conference, Manhattan, Kansas, April 25-26th, 2024. Source, View
  15. H. Huang, H. Vincent Poor, K. Davis, T. Overbye, A. Layton, A. Goulartm, S. Zonouz, “Toward Resilient Modern Power Systems: From Single-Domain to Cross-Domain Resilience Enhancement,” in Proceedings of the IEEE, vol. 112, no. 4, pp. 365-398, April 2024 Source, View
  16. E. Payne, S. Sun, A. Layton, K. Davis, S. Hossain-McKenzie and N. Jacobs, “Insight Into Cyber Information Flow Interdependencies Using Bio-inspired Topologies”, 58th Annual Conference on Information Sciences and Systems (CISS), March 2024. Source, View
  17. K. Davis and S. Sun, “Needle-in-the-Haystack: On Automatic Risk-based Searching to Stop Cyber-Physical Threats in Large-Scale Power Systems”, 58th Annual Conference on Information Sciences and Systems (CISS), March 2024. Source, View
  18. K. Davis, L. B. Kish, C. Singh, “Smart Grids Secured by Dynamic Watermarking: How Secure?” accepted to Fluctuation and Noise Letters, March 2024. Source, View
  19. K. Davis, S. Sun, “Needle-in-the-Haystack: On Automatic Risk-based Searching to Stop Cyber-Physical Threats in Large-Scale Power Systems” invited paper for 58th Annual Conference on Information Sciences and Systems, March 2024. Source, View
  20. E. Payne, S. Sun, A. Layton, K. Davis, S. Hossain-McKenzie, N. Jacobs, “Insight Into Cyber Information Flow Interdependencies Using Bio-inspired Topologies,” 58th Annual Conference on Information Sciences and Systems, March 2024. Source, View
  21. A. Chatterjee, H. Huang, R. Malak, K. Davis, A. Layton, “Extending Ecological Network Analysis to Design Resilient Cyber-Physical System of Systems,” IEEE Open Journal of Systems Engineering, Feb. 2024. Source, View
  22. A. Umunnakwe, S. Sun, K. Davis, “Toward Proactive Cyber-Physical-Human Risk Assessment in Power Systems,” IEEE Texas Power and Energy Conference (TPEC) 2024, Feb. 2024. Source, View
  23. S. Sun, S. Hossain-McKenzie, L. Al Homoud, K. Haque, A. Goulart, K. Davis, “An AI-based Approach for Scalable Cyber-physical Optimal Response in Power Systems,” IEEE Texas Power and Energy Conference (TPEC) 2024, Feb. 2024. Source, View
  24. K. A. Haque, K. Davis, L. Blakely, S. Hossain-McKenzie, G. Fragkos, C. Goes, “Multimodal Learning in Cyber-Physical System: A Deep Dive with WSCC 9-Bus System”, 2024 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), Feb. 2024. Source, View
  25. N. Jacobs, S. Hossain‐McKenzie, S. Sun, E. Payne, A. Summers, L. Al‐Homoud, A. Layton, K. Davis, C. Goes, “Leveraging graph clustering techniques for cyber‐physical system analysis to enhance disturbance characterisation”, IET Cyber‐Physical Systems: Theory & Applications, Feb 2024. Source, View
  26. S. R. Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, E. Serpedin, “Graph Autoencoder-Based Power Attacks Detection for Resilient Electrified Transportation Systems”, IEEE Transactions on Transportation Electrification, January 2024. Source, View
  27. M. Massaoudi, K. R. Davis, H. Abu-rub, A. Ghrayeb, T. Huang, “Accurate Joint Detection of False Data Injection Attacks on Islanded PV Output Power and State of Health Estimation of Lithium-Ion Batteries”, 4th International Conference on Smart Grid and Renewable Energy, Doha, Qatar. January 2024. Source, View
  28. S. Rahman Fahim, R. Atat, C. Kececi, A. Takiddin, M. Ismail, K. R. Davis, E. Serpedin, “Forecasting EV Charging Demand: A Graph Convolutional Neural Network-Based Approach”,  4th International Conference on Smart Grid and Renewable Energy, Doha, Qatar. January 2024. Source, View
  29. H. Huang, H. Vincent Poor, K. Davis, “Inclusion of Reactive Power into Ecological Robustness-Oriented Optimal Power Flow for Enhancing Power System Resilience”, 57th Hawaii International Conference on Science Sciences (HICSS), Honolulu, HI, January 2024. Source, View
  30. L. Al Homoud, N. Barpanda, A. Goulart, K. Davis, M. Rice, “On Grid Resiliency: Cyber-Physical Detection Tool Evaluated in a Multi-Stage Attack Scenario,” 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), October 2023. Source, View
  31. P. Dehghanian, A. Zhang, R. Fatima, J. Snodgrass, A.B. Birechfield, K.R. Davis, T.J. Overbye, “An Integrated Assessment of a G3 GMD Event on Large-Scale Power Grids: From Magnetometer Data To Geomagnetically Induced Current Analysis”, accepted to IEEE Transactions on Industry Applications (Early Access), October 2023, pp.1-12. Source, View
  32. A. Karngala, R. Guthrie, K. Davis, C. Singh, “Toward an Integrated Reliability Assessment Framework for Geomagnetic Disturbances,” 2023 North American Power Symposium (NAPS), October 2023. Source, View
  33. S. Sun, E. Payne, A. Layton, K. Davis, S. Hossain-McKenzie, N. Jacobs, “Bio-Inspired and AI DeepWalk Based Approach to Understand Cyber-Physical Interdependencies of Power Grid Infrastructure,” 2023 North American Power Symposium (NAPS), October 2023. Source, View
  34. T.J. Overbye, K.R. Davis, A.B. Birchfield, “The Electric Grid and Severe Resiliency Events.”, National Academy of Engineering Bridge Journal, issue on Engineering the Energy Transition, vol. 53, no. 2, Summer 2023, pp. 73-79. Source, View
  35. H. Huang, P. Wlazlo, A. Sahu, A. Walker, A. Goulart, K. Davis, L. Swiler, E. Vugrin, T. Tarman, “Validating an emulation-based cybersecurity model with a physical testbed,” accepted to IEEE Transactions on Dependable and Secure Computing, Sept. 2023. Source, View, Dataset
  36. A. Takiddin, M. Ismail, R. Atat, K. Davis, E. Serpedin, “Robust Graph Autoencoder-Based Detection of False Data Injection Attacks Against Data Poisoning in Smart Grids”, published in IEEE Transactions on Artificial Intelligence, June 2023. Source, View
  37. A. Takiddin, R. Atat, M. Ismail, K. Davis, E. Serpedin, “A Graph Neural Network Multi-Task Learning-Based Approach for Detection and Localization of Cyberattacks in Smart Grids”, published in ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), June 2023. Source View
  38. H. Huang, Z. Mao, V. Panyam, A. Layton, K. Davis, “Ecological Robustness-Oriented Grid Network Design for Resilience Against Multiple Hazards”, published in IEEE Transactions on Power Systems, March 2023. Source, View
  39. S. Hossain-McKenzie, N. Jacobs, A. Summers, R. Adams, C. Goes, A. Chatterjee, A. Layton, K. Davis, H. Huang, “Towards the Characterization of Cyber-Physical System Interdependencies in the Electric Grid”, published in 2023 IEEE Power and Energy Conference at Illinois (PECI), March 2023. Source, View
  40. P. Cordeiro, A. Chavez, S. Hossain-McKenzie, A. Stenger, S. Bayless, R. Clark, S. Behrendt, J. Hawkins, K. Davis, “Considerations for Secure Data Exchange to Achieve Cyber-Physical Situational Awareness in the Electric Grid”, published in 2023 IEEE Power and Energy Conference at Illinois (PECI), March 2023. Source, View
  41. R. Guthrie, K. Davis, “Polynomial Fitting and Analysis of Geomagnetic Disturbance Impacts”, published in 2023 IEEE Texas Power and Energy Conference (TPEC), February 2023. Source, View
  42. E. Cope, H. Huang, A. Sahu, K. Davis, “A Common Automation Framework for Cyber-Physical Power System Studies”, published in 2023 IEEE Texas Power and Energy Conference (TPEC), February 2023. Source, View
  43. L. Al Hamoud, K. Davis, “Distributed Energy Resources: A Review, Modeling, and Cyber-Physical Potential of Solar and Wind Generation”,  puublished in 2023 IEEE Texas Power and Energy Conference (TPEC), February 2023. Source, View
  44. J. Griffin. B. Kruse, M. S. Bitar, J. Snodgrass, K. Davis, T. Overbye, “Properties of Geomagnetic Disturbances and How they Might Affect Power Systems: An Analysis of Past Geomagnetic Disturbances”, published in 2023 IEEE Texas Power and Energy Conference (TPEC), February 2023. Source, View
  45. A. Sahu, K. Davis, “Inferring Adversarial Behaviour in Cyber‐physical Power Systems Using a Bayesian Attack Graph Approach”, published in IET Cyber‐Physical Systems: Theory & Applications, February 2023. Source, View
  46. A. Sahu, K. Davis, H. Huang, A.. Umunnakwe, S. Zonouz, A. Goulart, “Design of Next-Generation Cyber-Physical Energy Management Systems: Monitoring to Mitigation,” published in IEEE Open Access Journal of Power and Energy, January 2023. Source, View
  47. R. Atat, M. Ismail, K.R. Davis, E. Serpedin, “Large-Scale Cascading Failure Mitigation in Power Systems via Typed-Graphlets Partitioning“, 2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), January 2023. Source, View
  48. A. Umunnakwe, A. Alimi, K.R. Davis, K.L. Butler-Purry, “Improving Situational Awareness in Power Grids of Developing Countries: A Case Study of the Nigerian Grid“, 2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT),  January 2023. Source, View
  49. A. Takiddin, R. Atat, M. Ismail, O. Boyaci, K. Davis, “Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids,” published in IEEE Transactions on Emerging Topics in Computational Intelligence, January 2023. Source, View
  50. A. Umunnakwe, P. Wlazlo, A. Sahu,  J. Velasquez, K. Davis, A. Goulart, S. Zonouz, “OpenConduit: A Tool for Recreating Power System Communication Networks Automatically,” published in 2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), December 2022. Source, View
  51. Z. Mao, L. Al Homoud, K. Davis, T. Overbye, “Harmonized Automatic Relay Mitigation of Nefarious Intentional Events (HARMONIE)-Special Protection Scheme (SPS)”, Sandia National Laboratories, September 2022. Source, View
  52. A. Umunnakwe, M. Parvania, H. Nguyen, J. Horel, K. Davis, “Data-Driven Spatio-Temporal Analysis of Wildfire Risk to Power Systems Operation,” IET Generation, Transmission & Distribution, July 2022. Source, View
  53. H. Huang, P Wlazlo, Z Mao, A Sahu, K Davis, A Goulart, S Zonouz,  C. M. Davis, “Cyberattack Defense With Cyber-Physical Alert and Control Logic in Industrial Controllers,” in IEEE Transactions on Industry Applications, Sept.-Oct. 2022. Source, View
  54. O Boyaci, M.R. Narimani, K Davis, E Serpedin, “Infinite Impulse Response Graph Neural Networks for Cyberattack Localization in Smart Grids”, 2022. Source, View
  55. H. Huang, Z. Mao, A. Layton, K. Davis, “An Ecological Robustness Oriented Optimal Power Flow for Power Systems Survivability,” 10.1109/TPWRS.2022.3168226. Accepted by IEEE Transactions on Power Systems. Source, View
  56. O. Boyaci, M. R. Narimani, K. Davis, and E. Serpedin, “Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks” 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE 2022). Source, View
  57. O. Boyaci, M. R. Narimani, K. Davis, and E. Serpedin, “Spatio-Temporal Failure Propagation in Cyber-Physical Power Systems,” 3rd International Conference on Smart Grid and Renewable Energy (SGRE) 2022 (Best Paper Award). Source, View
  58. Z. Mao, I. Idehen, W. Jang, K. Shetye, K. Davis, T. Overbye, M. Gooris, C. Peres, “Eye Tracking Assisted Human Factor Analysis Platform for Power System Situational Awareness,” Power and Energy Conference at Illinois 2022. Source, View
  59. A. Sahu, K. Davis, “Inter-Domain Fusion for Enhanced Intrusion Detection in Power Systems: An Evidence Theoretic and Meta-Heuristic Approach,” Sensors, special issue “Sensors and Pattern Recognition Methods for Security and Industrial Applications (SPR-SIA),” 2022. Source, View
  60. A. Sahu, P. Wlazlo, N. Gaudet, A. Goulart, E. Rogers, K. Davis, “Generation of Firewall Configurations for a Large-Scale Synthetic Power System,” Texas Power and Energy Conference 2022. Source, View
  61. O. Boyaci, M. R. Narimani, K. Davis, and E. Serpedin, “Generating Connected, Simple, and Realistic Cyber Graphs for Smart Grids,” Texas Power and Energy Conference 2022. Source, View
  62. J. Wert, P. Dehghanian, A. Zhang, M. Stevens, R. Guthrie, J. Snodgrass, K. Shetye, T. Overbye, K. Davis, J. Gannon, “Analysis of Magnetometer Data from a Strong G3 Geomagnetic Disturbance,” Texas Power and Energy Conference 2022. Source, View
  63. L. Al Homoud, R. Reghunath, S. Bayes, A. Peerzada, K. Davis, R. Balog “Cyber-Physical Defense in Smart Distribution Networks,” IEEE 53rd North American Power Symposium (NAPS), 2021. Source, View
  64. H. Huang, D. Gray, J. Mendoza, K. Davis, “Automating the Process to Quantify Cyber-Physical Risk with Contingency Analysis and User Input,” IEEE 53rd North American Power Symposium (NAPS), 2021. Source, View
  65. K. Davis, “An Energy Management System Approach for Power System Cyber-Physical Resilience,” invited position paper for Virtual Workshop on Cyber Experimentation and Science of Security (CESoS), 2021. Source, View
  66. S. Hossain-McKenzie, D. Calzada, N. Jacobs, C. Goes, A. Summers, K. Davis, H. Li, Z. Mao, T. Overbye, K. Shetye, “Adaptive, Cyber-Physical Special Protection Schemes to Defend the Electric Grid Against Predictable and Unpredictable Disturbances,” 2021 Resilience Week (RWS). Source, View
  67. Z. Mao, A. Sahu, P. Wlazlo, Y. Liu, A. Goulart, K. Davis, and T. Overbye, “Mitigating TCP Congestion: A Coordinated Cyber and Physical Approach,” IEEE 53rd North American Power Symposium (NAPS), 2021. Source, View
  68. K. Knesek, P. Wlazlo, H. Huang, A. Sahu, A. Goulart, K. Davis, “Detecting Attacks on Synchrophasor Protocol Using Machine Learning Algorithms,” IEEE SmartGridComm, Oct. 2021. Source, View
  69. O. Boyaci, M. Narimani, K. Davis, M. Ismail, T. Overbye, E. Serpedin, “Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks,” IEEE Transactions on Smart Grid, 2021. Source, View
  70. O. Boyaci, A. Umunnakwe, A. Sahu, M. Narimani, M. Ismail, K. Davis, E. Serpedin, “Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids,” IEEE Systems Journal, 2021. Source, View
  71. A. Sahu, Z. Mao, P. Wlazlo, H. Huang, K. Davis, A. Goulart, S. Zonouz, “Multi-Source Data Fusion for Cyberattack Detection in Power Systems,” IEEE Access, 2021. Source, View
  72. M. Narimani, H. Huang, A. Umunnakwe, Z. Mao, A. Sahu, S. Zonouz, and K. Davis, “Generalized Contingency Analysis Based on Graph Theory and Line Outage Distribution Factor,” IEEE Systems Journal, 2021. Source, View
  73. A. Sahu, P. Wlazlo, Z. Mao, H. Huang, A. Goulart, K. Davis, S. Zonouz, “Design and Evaluation of a Cyber-Physical Testbed for Improving Attack Resilience of Power Systems,” IET Cyber-Physical Systems, 2021. Source, View
  74. A. Umunnakwe, H. Huang, K. Oikonomou, K. Davis, “Quantitative Analysis of Power Systems Resilience: Standardization, Categorizations, and Challenges,” Renewable and Sustainable Energy Reviews, 2021. Source, View
  75. P. Wlazlo, A. Sahu, Z. Mao, H. Huang, A. Goulart, K. Davis, S. Zonouz, “Man-in-The-Middle Attacks and Defense in a Power System Cyber-Physical Testbed,” IET Cyber-Physical Systems, 2021. Source, View
  76. A. Chatterjee, H. Huang, K. Davis, A. Layton, “A Multigraph Modeling Approach to Enable Ecological Network Analysis of Cyber Physical Power Networks,” IEEE SmartGridComm, Oct. 2021. Source, View
  77. T. Tarman, T. Rollins, L. Swiler, J. Cruz, E. Vugrin, H. Huang, A. Sahu, P. Wlazlo, A. Goulart, K. Davis, “Comparing Reproduced Cyber Experimentation Studies Across Different Emulation Testbeds,” ACM 14th Workshop on Cyber Security Experimentation and Test (CSET’21), Aug. 2021. Source, View
  78. N. Jacobs, A. Summers, S. Hossain-McKenzie, D. Caldaza, H. Li, Z. Mao, C. Goes, K. Davis, K. Shetye, “Next-Generation Relay Voting Scheme Design Leveraging Consensus Algorithms,” Power and Energy Conference at Illinois 2021. Source, View
  79. M. Soetan, Z. Mao, K. Davis, “Statistics for Building Synthetic Power System Cyber Models,” Power and Energy Conference at Illinois 2021. Source, View
  80. A. Umunnakwe, A. Sahu, K. Davis, “Multi-Component Risk Assessment Using Cyber-Physical Betweenness Centrality,” PowerTech 2021. Source, View
  81. A. Sahu, K. Davis, “Structural Learning Techniques for Bayesian Attack Graphs in Cyber Physical Power Systems,” Texas Power and Energy Conference 2021. Source, View
  82. H. Huang, C. Davis, K. Davis, “Real-time Power System Simulation with Hardware Devices through DNP3 in Cyber-Physical Testbed,” Texas Power and Energy Conference 2021. Source, View
  83. A. Foster, H. Huang, M. Narimani, L. Homiller, K. Davis, A. Layton, “Ecological Uniqueness for Understanding Line Importance in Power Grids,” Texas Power and Energy Conference 2021. Source, View
  84. S. Hossain‐McKenzie, K. Raghunath, K. Davis, S. Etigowni, S. Zonouz “Strategy for distributed controller defence: Leveraging controller roles and control support groups to maintain or regain control in cyber‐adversarial power systems,” IET Cyber-Physical Systems, April 2021. Source, View
  85. A. Umunnakwe, A. Sahu, M. Narimani, S. Zonouz, K. Davis, “Cyber-physical Component Ranking for Risk Sensitivity Analysis using Betweenness Centrality,” IET Cyber-Physical Systems, 2021. Source, View
  86. H. Huang, Z. Mao, M. Narimani, K. Davis, “Toward Efficient Wide-Area Identification of Multiple Element Contingencies in Power Systems,” IEEE Innovative Smart Grid Technologies 2021. Source, View
  87. A. Kundu, A. Sahu, E. Serpedin, K. Davis, “A3D: Attention-based auto-encoder anomaly detector for false data injection attacks,” Electric Power Systems Research, Dec 2020. Source, View
  88. G. Juvekar, C. Klauber, K. Davis, T. Overbye, K. Shetye, “A GIC-Inclusive State Estimator for Power System Awareness during Geomagnetic Disturbance Events,” IEEE Transactions on Power Systems, 2020. Source, View
  89. W. Jang, H. Huang, K. Davis, T. Overbye, “Considerations in the Automatic Development of Electric Grid Restoration Plans,” IEEE North American Power Symposium 2020. Source, View
  90. H. Huang, V. Panyam, M. Narimani, A. Layton, K. Davis, “Mixed-Integer Optimization for Bio-Inspired Robust Power Network Design,” IEEE North American Power Symposium 2020. Source, View
  91. Y. Liu, M. Gaskamp, Z. Mao, D. Wallison, K. Shetye, K. Davis, and T. Overbye, D. Morrow, “Evaluation of Performance Metrics for Electric Grid Operational Scenarios,” IEEE North American Power Symposium 2020. Source, View
  92. H. Li, K. S Shetye, S. Hossain-McKenzie, K. Davis, T. J. Overbye, “Investigation of Automated Corrective Actions for Special Protection Schemes,” Sandia National Lab. (SNL-NM), Albuquerque, NM (United States), Sep 2020. Source, View
  93. S. H. McKenzie, E. Vugrin, K. Davis, “Enabling Online, Dynamic Remedial Action Schemes by Reducing the Corrective Control Search Space,” IEEE SmartGridComm 2020. Source, View
  94. B. L. Thayer, Z. Mao, Y. Liu, K. Davis, T. Overbye “Easy Sim Auto (ESA): A Python Package that Simplifies Interacting with PowerWorld Simulator,” Journal of Open-Source Software, 5(50), 2289, https://doi.org/10.21105/joss.02289. Source, View
  95. M. R. Narimani, H.Huang, A. Umunnakwe, Z. Mao, A. Sahu, S. Zonouz, K. Davis, “Generalized Contingency Analysis Based on Graph Theory and Line Outage Distribution Factor,” July 2020. Source, View
  96. A. Sahu, Z. Mao, K. Davis, and A. Goulart, “Data Processing and Model Selection for Machine Learning-based Network Intrusion Detection,” IEEE workshop on Communication, Quality and Reliability (IEEE CQR 2020), May 2020. Source, View
  97. N. Gaudet, A. Sahu, A. Goulart, E. Rogers, and K. Davis, “Firewall Configuration and Path Analysis for Smart Grid Networks,” IEEE workshop on Communication, Quality and Reliability (IEEE CQR 2020), May 2020. Source, View
  98. Z. Mao, H. Huang, K. Davis, “W4IPS: A Web-based Interactive Power System Simulation Environment For Power System Security Analysis,” Hawaii International Conference on Science and Systems (HICSS), Jan. 2020. Source, View
  99. A. Umunnakwe, M. Parvania, H. Nguyen, J. D Horel, K. R Davis, “Data-Driven Spatio-Temporal Analysis of Wildfire Risk to Power Systems Operation,” IET Generation, Transmission & Distribution, 2020. Source, View
  100. H. Huang, M. Kazerooni, S. Hossain-McKenzie, S. Etigowni, K. Davis, S. Zonouz, “Fast Generation Redispatch Techniques for Automated Remedial Action Schemes,” IEEE 20th International Conference on Intelligent Systems Applications to Power Systems (ISAP), Dec. 2019. Source, View
  101. P. Wlazlo, K. Price, C. Verloz, A. Sahu, H. Huang, A. Goulart, K. Davis, S. Zonouz, “A Cyber Topology Model for the Texas 2000 Synthetic Electric Power Grid,” Principles, Systems and Applications of IP Telecommunications (IPTComm), Oct. 2019. Source, View
  102. A. Sahu, H. Huang, K. Davis, S. Zonouz, “SCORE: A Security-Oriented Cyber-Physical Optimal Response Engine,” IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Oct. 2019. Source, View
  103. A. Kundu, A. Sahu, K. Davis, E. Serpedin,”Learning-Based Defense of False Data Injection Attacks in Power System State Estimation,” 2019 North American Power Symposium (NAPS), Oct. 2019. Source, View
  104. P. Wlazlo, K. Price, C. Veloz, A. Sahu, H. Huang, A. Goulart, K. Davis, S. Zounouz, “A Cyber Topology Model for the Texas 2000 Synthetic Electric Power Grid,” 2019 Principles, Systems and Applications of IP Telecommunications (IPTComm), Oct 2019. Source, View
  105. C. Lamers, C. Ozuna, H. Huang, K. Davis, ” A Unified Power System Model to Analyze the Benefits of Electric Vehicles in Power Grid,” 2019 North American Power Symposium (NAPS), Oct 2019. Source, View
  106. P. Dehghanian, K.S Shetye, K. R Davis, T. J Overbye, “System-Wide Case Study Assessment of Transformer Heating Due to Geomagnetic Disturbances,” 2019 North American Power Symposium (NAPS), Oct 2019. Source, View
  107. M. Culler, K.  Davis, A.  Sahu, “PAVED: Perturbation Analysis for Verification of Energy Data,” 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Oct 2019. Source, View
  108. Z. Mao, H. Huang, K. Davis, “W4IPS: A Web-based Interactive Power System Simulation Environment for Power System Security Analysis,” Sep.2019. Source, View
  109. A. Sahu, H. Huang, K. Davis, S. Zonouz, “A Framework for Cyber-Physical Model Creation and Evaluation,” IEEE 20th International Conference on Intelligent Systems Applications to Power Systems (ISAP), Dec. 2019. Source, View
  110. A. L Bornsheuer, B. Allison, K. Flaherty, T. Overbye, K. Davis, “Large-Scale Synthetic Grids in Classroom Planning Studies,” 2019 IEEE Texas Power and Energy Conference (TPEC), Feb 2019. Source, View
  111. G. Prakash Juvekar, K. Davis, “MATGMD: A Tool for Enabling GMD Studies in MATLAB,” 2019 IEEE Texas Power and Energy Conference (TPEC), Feb 2019. Source, View
  112. V. Panyam, H. Huang, B. Pinte, K. Davis, A. Layton, “Bio-Inspired Design for Robust Power Networks,” 2019 IEEE Texas Power and Energy Conference (TPEC), Feb 2019. Source, View
  113. V. Panyam, H. Huang, K. Davis, A. Layton, “An ecosystem perspective for the design of sustainable power systems,” Procedia CIRP, Jan. 2019. Source, View
  114. S. Etigowni, S. Hossain-McKenzie, M. Kazerooni, K. Davis, S. Zonouz, “Crystal (ball): I look at physics and predict control flow! just-ahead-of-time controller recovery”, 34th Annual Computer Security Applications Conference, Dec.2018. Source, View
  115. H. Huang, S. Liu, K. Davis, “Energy Theft Detection Via Artificial Neural Networks,”2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), Oct 2018. Source, View
  116. H. Huang, K. Davis, “Power System Equipment Cyber-Physical Risk Assessment Based on Architecture and Critical Clearing Time,”2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Oct 2018. Source, View
  117. H. H Fayek, K. R Davis, AM A. Ghany, O.H Abdalla, “Configuration of WAMS and Pilot Bus Selection for Secondary Voltage Control in the Egyptian Grid,” 2018 North American Power Symposium (NAPS), Oct 2018. Source, View.
  118. C. Klauber, G. P. Juvekar, K. Davis, T. Overbye, K. Shetye, “The potential for a gic-inclusive state estimator,”2018 North American Power Symposium (NAPS), Sep 2018. Source, View
  119. K. Raghunath, K. Davis, “Mitigation of Distributed Controller Failure,” 2018 Clemson University Power Systems Conference (PSC), Sep 2018. Source, View
  120. A. B. Birchfield, T. J Overbye, K. R Davis, “Educational applications of large synthetic power grids,” IEEE Transactions on Power Systems, July 2018. Source, View
  121. Y. Cao, K. Davis, S. Zonouz, “A framework of smart and secure power electronics driven HVAC thermal inertia in distributed power systems,” 2018 IEEE Green Technologies Conference (GreenTech), April 2018. Source, View
  122. H. Huang, K. Davis, “Extracting substation cyber-physical architecture through intelligent electronic devices data,”2018 IEEE Texas Power and Energy Conference (TPEC), Feb 2018. Source, View
  123. S. Hossain-McKenzie, M. Kazerooni, K. Davis, S. Etigowni, S. Zonouz, “Analytic Corrective Control Selection for Online Remedial Action Scheme Design in a Cyber Adversarial Environment,” IET Cyber-Physical Systems: Theory & Applications, Oct. 2017, DOI: 10.1049/iet-cps.2017.0014 IET Digital Library. Source, View
  124. S. Etigowni, M. Cintuglu, M. Kazerooni, S. Hossain, P. Sun, K. Davis, O. Mohammed, S. Zonouz, “Cyber-air-gapped detection of controller attacks through physical interdependencies,”2017 IEEE International Conference on Smart Grid Communications (SmartGridComm), Oct.2017. Source, View
  125. S. Hossain-McKenzie, K. Davis, M. Kazerooni, S. Etigowni, S. Zonouz, “Distributed controller role and interaction discovery,”2017 19th International Conference on Intelligent System Application to Power Systems (ISAP), Sep. 2017. Source, View
  126. J. Johnson, S.  Hossain-McKenzie, U.  Bui, S. Etigowni, K. Davis, S. Zonouz, “Improving power system neural network construction using modal analysis” 2017 19th International Conference on Intelligent System Application to Power Systems (ISAP), Sep 2017. Source, View
  127. K. R. Davis, R. Berthier, S. Zonouz, G. Weaver, R. B. Bobba, E. Rogers, P. W. Sauer, D. M. Nicol, “Cyber-Physical Security Assessment for Electric Power Systems,” IEEE-HKN: The Bridge, 2016. Source, View
  128. G. A Weaver, K. Davis, C. M. Davis, E. J Rogers, R. B. Bobba, S. Zonouz, R. Berthier, P. W. Sauer, D. M. Nicol, “Cyber-Physical Models for Power Grid Security Analysis: 8-substation Case,” 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), Sydney, NSW, 2016, pp. 140-146. Source, View
  129. K. R. Davis, C. M. Davis, S. A. Zonouz, R. B. Bobba, R. Berthier, L. Garcia, P. W. Sauer, “A Cyber-Physical Modeling and Assessment Framework for Power Grid Infrastructures,” IEEE Transactions on in Smart Grid, vol.6, no.5, pp.2464-2475, Sept. 2015. Source, View
  130. S. A. Zonouz, C. M. Davis, K. R. Davis, R. Berthier, R. B. Bobba, W. H. Sanders, “SOCCA : A Security-Oriented Cyber-physical Contingency Analysis in Power Infrastructures,” IEEE Transactions on Smart Grid, vol.5, no.1, pp.3-13, Jan. 2014 (selected as Significant Research in Cyber Security, National Security Agency (NSA) Science of Security Virtual Organization SOS-VO). Source, View
  131. K. R Davis, S. Dutta, T. J Overbye, J. Gronquist, “Estimation of transmission line parameters from historical data,” 2013 46th Hawaii International Conference on System Sciences, January 2013. Source, View
  132. S. Zonouz, K. M. Rogers, R. Berthier, R. B. Bobba, W. H. Sanders, T. J. Overbye, “SCPSE: Security-Oriented Cyber-Physical State Estimation for Power Grid Critical Infrastructures,” IEEE Transactions on Smart Grid, Volume: 3, Issue: 4, Dec. 2012. Source, View.
  133. K. R Davis, K. L Morrow, R. Bobba, E. Heine,”Power Flow Cyber Attacks and Perturbation-Based Defense” 2012 IEEE Third International Conference on Smart Grid Communications,Nov 2012. Source, View
  134. R. Berthier, R. Bobba, M. Davis, K. Rogers, S. Zonouz, “State estimation and contingency analysis of the power grid in a cyber-adversarial environment,” NIST Workshop on Cybersecurity for Cyber-Physical Systems, April 2012. Source, View
  135. K. L. Morrow, E. Heine, K. M. Rogers, R. B. Bobba, T.  J. Overbye, “Topology Perturbation for Detecting Malicious Data Injection,”2012 45th Hawaii International Conference on System Sciences, Maui, Feb 2012. Source, View
  136. B. C Lesieutre, K. M Rogers, T. J Overbye, A. R Borden, “A sensitivity approach to detection of local market power potential,” IEEE Transactions on Power Systems, Nov 2011. Source, View
  137. R. B Bobba, K. M Rogers, Q. Wang, H. Khurana, K. Nahrstedt, T. J Overbye, “Detecting false data injection attacks on dc state estimation,” First Workshop on Secure Control Systems, CPSWEEK, April 2010. Source, View
  138. K. M Rogers, R. Klump, H. Khurana, T. J Overbye, “Smart-grid-enabled load and distributed generation as a reactive resource,” 2010 Innovative Smart Grid Technologies (ISGT), January 2010. Source, View