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Conference proceeding
Application of Regression Analysis Towards Identifying Cyber-Attacks upon a Smart Grid Augmented Electric Grid
Proceedings of The 24th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI 2020), pp.85-90
World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI), 24th (Orlando, Florida, USA., 09/10/2020–09/13/2020)
2020
Abstract
The Smart Grid integration with the existing grid provides increased benefits and risks to grid operation. These benefits and risks are driven by the distribution of power generation, integration of communication technology, and a more complex demand-response system. Smart Grid benefits include availability of end-user power generation, end-user income through provision of excess power, and the ability for the electric company to provide a more dynamic demand-response system. Disadvantages include the logistical integration complexity, lack of communication technology standards, cost of replacing analog meters, and increased exposure to cyber threats. Historically, the electric grid controls demand and response based on state estimation techniques. Many of these techniques include the ability to ignore measurement outliers, which are assumed to be erroneous data. The cyber-attacker can perform false data injection attacks, which escape the outlier detection and bias the state estimation. A robust cyber-resilient CPS includes sub-erroneous outlier detection, cyber-attack data weighting, cyber-attack data classification, state estimation cyber detection, and cyber aware state estimation. Previous and parallel studies are developing algorithms to perform the sub-erroneous outlier detection. The purpose of this paper is to evaluate the feasibility of simple linear regression to measure the performance of the sub-erroneous outlier detection algorithms.
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Details
- Title
- Application of Regression Analysis Towards Identifying Cyber-Attacks upon a Smart Grid Augmented Electric Grid
- Publication Details
- Proceedings of The 24th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI 2020), pp.85-90
- Resource Type
- Conference proceeding
- Conference
- World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI), 24th (Orlando, Florida, USA., 09/10/2020–09/13/2020)
- Copyright
- Permission granted to the University of West Florida Libraries by the author to digitize and/or display this information for non-profit research and educational purposes. Any reuse of this item in excess of fair use or other copyright exemptions requires the permission of the copyright holder.
- Identifiers
- 99380459695606600
- Academic Unit
- Computer Science; Hal Marcus College of Science and Engineering
- Language
- English