Katherine R. Davis

Orcid: 0000-0002-1603-1122

Affiliations:
  • Texas A&M University, Electrical and Computer Engineering, College Station, TX, USA


According to our database1, Katherine R. Davis authored at least 67 papers between 2010 and 2024.

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Bibliography

2024
Multimodal Learning in Cyber-Physical System: A Deep Dive with WSCC 9-Bus System.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

2023
Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Inferring adversarial behaviour in cyber-physical power systems using a Bayesian attack graph approach.
IET Cyper-Phys. Syst.: Theory & Appl., June, 2023

A Firewall Optimization for Threat-Resilient Micro-Segmentation in Power System Networks.
CoRR, 2023

Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids.
CoRR, 2023

Bayesian Reinforcement Learning for Automatic Voltage Control under Cyber-Induced Uncertainty.
CoRR, 2023

An Extended Model for Ecological Robustness to Capture Power System Resilience.
CoRR, 2023

On Grid Resiliency: Cyber-Physical Detection Tool Evaluated in a Multi-Stage Attack Scenario.
Proceedings of the IEEE International Conference on Communications, 2023

Improving Situational Awareness in Power Grids of Developing Countries: A Case Study of the Nigerian Grid.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Large-Scale Cascading Failure Mitigation in Power Systems via Typed-Graphlets Partitioning.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

A Graph Neural Network Multi-Task Learning-Based Approach for Detection and Localization of Cyberattacks in Smart Grids.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Cyber-Physical Dataset for MiTM attacks in Power Systems.
Dataset, May, 2022

Dataset of Port Scanning Attacks on Emulation Testbed and Hardware-in-the-loop Testbed.
Dataset, May, 2022

Cyber-physical dataset of hardware-in-the-loop cyber-physical power systems testbed under MiTM attacks.
Dataset, May, 2022

Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids Using Graph Neural Networks.
IEEE Trans. Smart Grid, 2022

Generalized Contingency Analysis Based on Graph Theory and Line Outage Distribution Factor.
IEEE Syst. J., 2022

Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids.
IEEE Syst. J., 2022

Inter-Domain Fusion for Enhanced Intrusion Detection in Power Systems: An Evidence Theoretic and Meta-Heuristic Approach.
Sensors, 2022

Toward a Mathematical Vulnerability Propagation and Defense Model in Smart Grid Networks.
CoRR, 2022

Infinite Impulse Response Graph Neural Networks for Cyberattack Localization in Smart Grids.
CoRR, 2022

Spatio-Temporal Failure Propagation in Cyber-Physical Power Systems.
CoRR, 2022

Generating Connected, Simple, and Realistic Cyber Graphs for Smart Grids.
CoRR, 2022

OpenConduit: A Tool for Recreating Power System Communication Networks Automatically.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Man-in-the-middle attacks and defence in a power system cyber-physical testbed.
IET Cyper-Phys. Syst.: Theory & Appl., 2021

Cyber-physical component ranking for risk sensitivity analysis using betweenness centrality.
IET Cyper-Phys. Syst.: Theory & Appl., 2021

Design and evaluation of a cyber-physical testbed for improving attack resilience of power systems.
IET Cyper-Phys. Syst.: Theory & Appl., 2021

Strategy for distributed controller defence: Leveraging controller roles and control support groups to maintain or regain control in cyber-adversarial power systems.
IET Cyper-Phys. Syst.: Theory & Appl., 2021

Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks.
CoRR, 2021

An Energy Management System Approach for Power System Cyber-Physical Resilience.
CoRR, 2021

An Ecological Robustness-Oriented Approach for Power System Network Expansion.
CoRR, 2021

Statistics for Building Synthetic Power System Cyber Models.
CoRR, 2021

Man-in-The-Middle Attacks and Defense in a Power System Cyber-Physical Testbed.
CoRR, 2021

Multi-Source Data Fusion for Cyberattack Detection in Power Systems.
CoRR, 2021

Real-time Power System Simulation with Hardware Devices through DNP3 in Cyber-Physical Testbed.
CoRR, 2021

Multi-Source Multi-Domain Data Fusion for Cyberattack Detection in Power Systems.
IEEE Access, 2021

Comparing reproduced cyber experimentation studies across different emulation testbeds.
Proceedings of the CSET '21: Cyber Security Experimentation and Test Workshop, 2021

Detecting Attacks on Synchrophasor Protocol Using Machine Learning Algorithms.
Proceedings of the IEEE International Conference on Communications, 2021

An Investigation into Ecological Network Analysis for Cyber-Physical Power Systems.
Proceedings of the IEEE International Conference on Communications, 2021

A Multigraph Modeling Approach to Enable Ecological Network Analysis of Cyber Physical Power Networks.
Proceedings of the IEEE International Conference on Communications, 2021

Toward Efficient Wide-Area Identification of Multiple Element Contingencies in Power Systems.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

Towards the Automation of Remedial Action Schemes Design.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020
Easy SimAuto (ESA): A Python Package that Simplifies Interacting with PowerWorld Simulator.
J. Open Source Softw., 2020

Design and Evaluation of A Cyber-Physical Resilient Power System Testbed.
CoRR, 2020

Considerations in the Automatic Development of Electric Grid Restoration Plans.
CoRR, 2020

Mixed-Integer Optimization for Bio-Inspired Robust Power Network Design.
CoRR, 2020

Enabling Online, Dynamic Remedial Action Schemes by Reducing the Corrective Control Search Space.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

W4IPS: A Web-based Interactive Power System Simulation Environment For Power System Security Analysis.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2019
SCORE: A Security-Oriented Cyber-Physical Optimal Response Engine.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

PAVED: Perturbation Analysis for Verification of Energy Data.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Cyber Topology Model for the Texas 2000 Synthetic Electric Power Grid.
Proceedings of the 2019 Principles, Systems and Applications of IP Telecommunications, 2019

2018
Power System Equipment Cyber-Physical Risk Assessment Based on Architecture and Critical Clearing Time.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Energy Theft Detection Via Artificial Neural Networks.
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Crystal (ball): I Look at Physics and Predict Control Flow! Just-Ahead-Of-Time Controller Recovery.
Proceedings of the 34th Annual Computer Security Applications Conference, 2018

2017
Analytic corrective control selection for online remedial action scheme design in a cyber adversarial environment.
IET Cyper-Phys. Syst.: Theory & Appl., 2017

Cyber-air-gapped detection of controller attacks through physical interdependencies.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

2016
Cyber-Physical models for power grid security analysis: 8-substation case.
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Augmented DC power flow method with real-time measurements.
Proceedings of the Power Systems Computation Conference, 2016

2015
A Cyber-Physical Modeling and Assessment Framework for Power Grid Infrastructures.
IEEE Trans. Smart Grid, 2015

Towards cyber-physical intrusion tolerance.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

2014
SOCCA: A Security-Oriented Cyber-Physical Contingency Analysis in Power Infrastructures.
IEEE Trans. Smart Grid, 2014

2013
Estimation of Transmission Line Parameters from Historical Data.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

2012
SCPSE: Security-Oriented Cyber-Physical State Estimation for Power Grid Critical Infrastructures.
IEEE Trans. Smart Grid, 2012

Power flow cyber attacks and perturbation-based defense.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Topology Perturbation for Detecting Malicious Data Injection.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011
Data-enhanced applications for power systems analysis
PhD thesis, 2011

Clustering of Power System Data and Its Use in Load Pocket Identification.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010
An Authenticated Control Framework for Distributed Voltage Support on the Smart Grid.
IEEE Trans. Smart Grid, 2010


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