Katherine Davis

Mitchell Institute — United States

Engineering · Physical Sciences

24h-index3.3kcitations241works2.32yr avg
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Research Topics

Smart Grid Security and Resilience(115), Network Security and Intrusion Detection(48), Power System Optimization and Stability(30), Optimal Power Flow Distribution(22), Infrastructure Resilience and Vulnerability Analysis(20)

Publications237 total

Using Machine Learning to Validate Firewall Business Rule Justifications
ScholarSpace (University of Hawaii at Manoa)·2025
Multitechnique Approach for Xylazine Detection: Chemical Spot Tests, Immunoassays, and Scanning Electron Microscopy
ACS Omega·2025Open Access
The Challenges and Opportunities with Cybersecurity Regulations: A Case Study of the US Electric Power Sector
2025· 1 citedOpen Access
A Scalable Automatic Model Generation Tool for Cyber-Physical Network Topologies and Dataflows for Large-Scale Synthetic Power Grid Models
ACM Transactions on Cyber-Physical Systems·2025
From Ports to Protocols: A Survey on Cyber Threats in Energy Storage Platforms for Microgrids
2025
STAC: A Spatio-Temporal Multi-Head Self-Attention Convolutional Network for Cyber-Attack Detection in IBR Integrated Grids
2025
DESTinE Block: Private Blockchain Based Data Storage Framework for Power System
ArXiv.org·2025Open Access
Design Principles and Experimental Analysis of Secure Data Exchange Approaches for Distributed Cyber-Physical Sensors in Electric Grid Systems
2025· 1 citedOpen Access
A Graph Embedding-Based Risk Analysis Case Study of a 2000-bus Cyber-Physical Power System
2025
Distributed detection and mitigation of FDIAs in smart grids via federated learning
International Journal of Electrical Power & Energy Systems·2025Open Access
Certifying the Nonexistence of Feasible Path Between Power System Operating Points
arXiv (Cornell University)·2025Open Access
InterGraph-CPS: A Graph-Theoretic Approach to Characterize Cross-Domain Cyber-Physical Interdependencies and Uncertainties in Electric Grid Systems for Improved Decision-Making in Operation and Response
2025Open Access
Enhanced Physics-Informed Ensemble Framework for Adaptive Cyber-Physical Threat Detection Using Quantum-Inspired Optimization
2025
Enhancing Cyber-Physical System Interdependencies through the Integration of Node2Vec-based Approach and Temporal Analysis Using LSTM Autoencoders
2025
Cooperative Optimization of Grid-Edge Cyber and Physical Resources for Resilient Power System Operation
2025
Leveraging Noise-Based Watermarking for Power Source Identification in Smart Grids
Fluctuation and Noise Letters·2025
Validating Presumptive Tests, Scanning Electron Microscopy and On-site Drug Screening Tools for Xylazine Detection
2025Open Access
Federated Learning-Based Distributed Localization of False Data Injection Attacks on Smart Grids
IEEE Systems Journal·2025· 6 cited
Online Transient Stability Assessment Under Concept Drift: An ARF-Method-Assisted Federated Learning for Data Streams
IEEE Internet of Things Journal·2025Open Access
A Scalable Automatic Model Generation Tool for Cyber-Physical Network Topologies and Data Flows for Large-Scale Synthetic Power Grid Models
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Hao Huang(23), Saman Zonouz(14), Abhijeet Sahu(13), Zeyu Mao(11), Ana Goulart(10), Astrid Layton(9), Erchin Serpedin(8), Muhammad Ismail(6), Thomas J. Overbye(6), Patrick Wlazlo(6), Charles M. Davis(5), Mohammad Rasoul Narimani(5), Amarachi Umunnakwe(5), Abdulrahman Takiddin(5), Rachad Atat(5), Varuneswara Panyam(5), Rakesh B. Bobba(4), Shamina Hossain‐McKenzie(4), Robin Berthier(3), Osman Boyaci(3)