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Security Risk Assessment Approach for Distribution Network Cyber Physical Systems Considering Cyber Attack
Buxiang Zhou1,2, Binjie Sun1,2, Tianlei Zang1,2
1College of Electrical Engineering, Sichuan University, Chengdu 610065, China.
This study introduces a dynamic Bayesian network approach to quantify cybersecurity risks in distribution network cyber-physical systems (CPS). It assesses vulnerabilities and proposes defense strategies to mitigate cyber threats in modernized power grids.
Area of Science:
- Electrical Engineering and Computer Science
- Cybersecurity
- Power Systems
Background:
- Distribution networks are evolving into cyber-physical systems (CPS), integrating power and cyber systems.
- This integration increases exposure to cybersecurity risks and potential cyber-attacks.
- Existing risk assessment methods may not fully capture the dynamic nature of these complex systems.
Purpose of the Study:
- To propose a quantitative method for assessing the security risk of distribution network CPS.
- To address cyber-attack vulnerabilities within the integrated power and cyber infrastructure.
- To provide a foundation for developing proactive defense strategies against cyber threats.
Main Methods:
- Construction of a dynamic Bayesian network model based on distribution network structure and Common Vulnerability Scoring System (CVSS).
- Integration of Fuzzy Analytic Hierarchy Process (FAHP) and entropy weight method to model attacker selectivity.
- Incorporation of system defense resources to calculate target node risk probabilities.
- Quantitative risk assessment using node loads and risk rates to determine overall CPS risk levels.
Main Results:
- A novel dynamic Bayesian network approach for quantitative security risk assessment in distribution network CPS.
- Accurate modeling of attacker behavior and vulnerability impact considering defense resources.
- Determination of risk levels for distribution network CPS, enabling targeted defense strategy development.
Conclusions:
- The proposed method effectively quantifies security risks in distribution network CPS.
- It provides actionable insights for enhancing cybersecurity and mitigating the impact of cyber-attacks.
- This approach supports proactive defense planning to ensure the resilience of modern power systems.
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