Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches
Fuente:
arXiv
Saved in:
| Main Authors: | Yin, Tianzhixi, Naqvi, Syed Ahsan Raza, Nandanoori, Sai Pushpak, Kundu, Soumya |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Isolating Signatures of Cyberattacks under Stressed Grid Conditions
by: Ghosh, Sanchita, et al.
Published: (2024)
by: Ghosh, Sanchita, et al.
Published: (2024)
Managing Risks from Large Digital Loads Using Coordinated Grid-Forming Storage Network
by: Kundu, Soumya, et al.
Published: (2025)
by: Kundu, Soumya, et al.
Published: (2025)
Frequency Control and Disturbance Containment Using Grid-Forming Embedded Storage Networks
by: Chatterjee, Kaustav, et al.
Published: (2024)
by: Chatterjee, Kaustav, et al.
Published: (2024)
Grid-Forming Storage Networks: Analytical Characterization of Damping and Design Insights
by: Chatterjee, Kaustav, et al.
Published: (2024)
by: Chatterjee, Kaustav, et al.
Published: (2024)
Empowering the Grid: Decentralized Autonomous Control for Effective Utilization and Resilience
by: Nandanoori, Sai Pushpak, et al.
Published: (2024)
by: Nandanoori, Sai Pushpak, et al.
Published: (2024)
Coordinated Frequency Regulation in Grid-Forming Storage Network via Safety-Consensus
by: Hossain, Ramij Raja, et al.
Published: (2024)
by: Hossain, Ramij Raja, et al.
Published: (2024)
Losing Control of your Network? Try Resilience Theory
by: Bouvier, Jean-Baptiste, et al.
Published: (2023)
by: Bouvier, Jean-Baptiste, et al.
Published: (2023)
Centralized Dynamic State Estimation Algorithm for Detecting and Distinguishing Faults and Cyber Attacks in Power Systems
by: Abukhousa, Emad, et al.
Published: (2025)
by: Abukhousa, Emad, et al.
Published: (2025)
The Wisdom of the Crowd: High-Fidelity Classification of Cyber-Attacks and Faults in Power Systems Using Ensemble and Machine Learning
by: Abukhousa, Emad, et al.
Published: (2025)
by: Abukhousa, Emad, et al.
Published: (2025)
Scalable Formal Verification of Incremental Stability in Large-Scale Systems Using Graph Neural Networks
by: Basu, Ahan, et al.
Published: (2025)
by: Basu, Ahan, et al.
Published: (2025)
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning
by: Mukherjee, Sayak, et al.
Published: (2022)
by: Mukherjee, Sayak, et al.
Published: (2022)
Security of Distributed Parameter Cyber-Physical Systems: Cyber-Attack Detection in Linear Parabolic PDEs
by: Roy, Tanushree, et al.
Published: (2021)
by: Roy, Tanushree, et al.
Published: (2021)
Artificial Intelligence based Approach for Identification and Mitigation of Cyber-Attacks in Wide-Area Control of Power Systems
by: Kar, Jishnudeep, et al.
Published: (2024)
by: Kar, Jishnudeep, et al.
Published: (2024)
A Data-Driven Approach To Preserve Safety and Reference Tracking for Constrained Cyber-Physical Systems Under Network Attacks
by: Attar, Mehran, et al.
Published: (2024)
by: Attar, Mehran, et al.
Published: (2024)
A Comprehensive Study on Cyber Attack Vectors in EV Traction Power Electronics
by: Pimpale, Siddhesh
Published: (2025)
by: Pimpale, Siddhesh
Published: (2025)
Formally Verified Neural Network Controllers for Incremental Input-to-State Stability of Unknown Discrete-Time Systems
by: Basu, Ahan, et al.
Published: (2025)
by: Basu, Ahan, et al.
Published: (2025)
Generative AI Enabled Robust Sensor Placement in Cyber-Physical Power Systems: A Graph Diffusion Approach
by: Zhao, Changyuan, et al.
Published: (2025)
by: Zhao, Changyuan, et al.
Published: (2025)
Dual Detection Framework for Faults and Integrity Attacks in Cyber-Physical Control Systems
by: Xue, Xixing, et al.
Published: (2025)
by: Xue, Xixing, et al.
Published: (2025)
Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems
by: Authier, Jules, et al.
Published: (2023)
by: Authier, Jules, et al.
Published: (2023)
A Cyber-HIL for Investigating Control Systems in Ship Cyber Physical Systems under Communication Issues and Cyber Attacks
by: Vu, Linh, et al.
Published: (2023)
by: Vu, Linh, et al.
Published: (2023)
Decentralized Stealth Attacks on Cyber-Physical Systems
by: Ye, Xiuzhen, et al.
Published: (2025)
by: Ye, Xiuzhen, et al.
Published: (2025)
An Unsupervised Adversarial Autoencoder for Cyber Attack Detection in Power Distribution Grids
by: Zideh, Mehdi Jabbari, et al.
Published: (2024)
by: Zideh, Mehdi Jabbari, et al.
Published: (2024)
Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models
by: Bhattacharjee, Kaustav, et al.
Published: (2024)
by: Bhattacharjee, Kaustav, et al.
Published: (2024)
Graph Neural Networks for Fast Contingency Analysis of Power Systems
by: Nakiganda, Agnes M., et al.
Published: (2023)
by: Nakiganda, Agnes M., et al.
Published: (2023)
A Review of Detection, Evolution, and Data Reconstruction Strategies for False Data Injection Attacks in Power Cyber-Physical Systems
by: Bo, Xiaoyong
Published: (2025)
by: Bo, Xiaoyong
Published: (2025)
Structural Impact of Grid-Forming Inverters on Power System Coherency
by: Mukherjee, Sayak, et al.
Published: (2024)
by: Mukherjee, Sayak, et al.
Published: (2024)
Zero Dynamics Attack Detection and Isolation in Cyber-Physical Systems with Event-triggered Communication
by: Eslami, Ali, et al.
Published: (2025)
by: Eslami, Ali, et al.
Published: (2025)
Neural Controller for Incremental Stability of Unknown Continuous-time Systems
by: Basu, Ahan, et al.
Published: (2025)
by: Basu, Ahan, et al.
Published: (2025)
CyberDep: Towards the Analysis of Cyber-Physical Power System Interdependencies Using Bayesian Networks and Temporal Data
by: Homoud, Leen Al, et al.
Published: (2024)
by: Homoud, Leen Al, et al.
Published: (2024)
Dynamic Causal Attack Graph based Cyber-security Risk Assessment Framework for CTCS System
by: Zhang, Zikai
Published: (2025)
by: Zhang, Zikai
Published: (2025)
A Dynamic Coding Scheme to Prevent Covert Cyber-Attacks in Cyber-Physical Systems
by: Taheri, Mahdi, et al.
Published: (2025)
by: Taheri, Mahdi, et al.
Published: (2025)
Neural Network-based Co-design of Output-Feedback Control Barrier Function and Observer with Input Constraints
by: Jagabathula, Vaishnavi, et al.
Published: (2025)
by: Jagabathula, Vaishnavi, et al.
Published: (2025)
Generating Sustainability-Targeting Attacks For Cyber-Physical Systems
by: Ahamed, Faysal, et al.
Published: (2025)
by: Ahamed, Faysal, et al.
Published: (2025)
Robust and Interpretable Graph Neural Networks for Power Systems State Estimation
by: Yaniv, Arbel, et al.
Published: (2026)
by: Yaniv, Arbel, et al.
Published: (2026)
Approximation-Free Control Barrier Functions for Prescribed-Time Reach-Avoid of Unknown Systems
by: Sawarkar, Shubham, et al.
Published: (2025)
by: Sawarkar, Shubham, et al.
Published: (2025)
Quantifying Cyber-Vulnerability in Power Electronics Systems via an Impedance-Based Attack Reachable Domain
by: Zhen, Hongwei, et al.
Published: (2026)
by: Zhen, Hongwei, et al.
Published: (2026)
Chaotic Masking Protocol for Secure Communication and Attack Detection in Remote Estimation of Cyber-Physical Systems
by: Chen, Tao, et al.
Published: (2024)
by: Chen, Tao, et al.
Published: (2024)
Stochastic Control with Distributionally Robust Constraints for Cyber-Physical Systems Vulnerable to Attacks
by: Venkatesh, Nishanth, et al.
Published: (2023)
by: Venkatesh, Nishanth, et al.
Published: (2023)
A Survey of Resilient Coordination for Cyber-Physical Systems Against Malicious Attacks
by: Liao, Zirui, et al.
Published: (2024)
by: Liao, Zirui, et al.
Published: (2024)
Graph-based Impact Analysis of Cyber-Attacks on Behind-the-Meter Infrastructure
by: Hacker, Immanuel, et al.
Published: (2025)
by: Hacker, Immanuel, et al.
Published: (2025)
Similar Items
-
Isolating Signatures of Cyberattacks under Stressed Grid Conditions
by: Ghosh, Sanchita, et al.
Published: (2024) -
Managing Risks from Large Digital Loads Using Coordinated Grid-Forming Storage Network
by: Kundu, Soumya, et al.
Published: (2025) -
Frequency Control and Disturbance Containment Using Grid-Forming Embedded Storage Networks
by: Chatterjee, Kaustav, et al.
Published: (2024) -
Grid-Forming Storage Networks: Analytical Characterization of Damping and Design Insights
by: Chatterjee, Kaustav, et al.
Published: (2024) -
Empowering the Grid: Decentralized Autonomous Control for Effective Utilization and Resilience
by: Nandanoori, Sai Pushpak, et al.
Published: (2024)