Overview
- Maximizes reader insights into theoretical and practical aspects of applying formal methods for the protection of critical infrastructures like smart grids
- Covers novel techniques which can automatically, provably, and efficiently analyze the security and resiliency of the smart grids
- Includes various illustrative case studies and extensive evaluation results demonstrating the efficacy of the formal techniques
Part of the book series: Advances in Information Security (ADIS, volume 67)
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Table of contents (5 chapters)
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Front Matter
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Introduction
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Front Matter
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Formal Analytics for Secure and Resilient Smart Grids
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Front Matter
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Back Matter
Keywords
- smart grid security
- smart grid resiliency
- smart grid security analytics
- formal analytics for smart grid security
- formal security analytics for cyber-physical systems
- threat identification and mitigation for smart grids
- proactive defense for smart grids
- static defense for smart grids
- dynamic defense for smart grids
- intrusion detection for smart grids
- log analytics for cyber intelligence
- application of formal methods for smart grid security
About this book
This book includes three main sections. The first presents the idea of formally verifying the compliance of smart grid configurations with the security and resiliency guidelines. It provides a formal framework that verifies the compliance of the advanced metering infrastructure (AMI) configurations with the security and resiliency requirements, and generates remediation plans for potential security violations. The second section covers the formal verification of the security and resiliency of smart grid control systems by using a formal model to analyze attack evasions on state estimation, a core control module of the supervisory control system in smart grids. The model identifies attack vectors that can compromise state estimation. This section also covers risk mitigation techniques that synthesize proactive security plans that make such attacks infeasible. The last part of the book discusses the dynamic security analysis for smart grids. It shows that AMI behavior can be modeled using event logs collected at smart collectors, which in turn can be verified using the specification invariants generated from the configurations of the AMI devices.
Although the focus of this book is smart grid security and resiliency, the included formal analytics are generic enough to be extended to other cyber-physical systems, especially those related to industrial control systems (ICS). Therefore, industry professionals and academic researchers will find this book an exceptional resource to learn theoretical and practical aspects of applying formal methods for the protection of critical infrastructures.
Authors and Affiliations
About the authors
Bibliographic Information
Book Title: Security and Resiliency Analytics for Smart Grids
Book Subtitle: Static and Dynamic Approaches
Authors: Ehab Al-Shaer, Mohammad Ashiqur Rahman
Series Title: Advances in Information Security
DOI: https://doi.org/10.1007/978-3-319-32871-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-32870-6Published: 22 June 2016
Softcover ISBN: 978-3-319-81389-9Published: 31 May 2018
eBook ISBN: 978-3-319-32871-3Published: 09 June 2016
Series ISSN: 1568-2633
Series E-ISSN: 2512-2193
Edition Number: 1
Number of Pages: XVI, 144
Number of Illustrations: 15 b/w illustrations, 22 illustrations in colour
Topics: Systems and Data Security, Computer Communication Networks, Information Systems Applications (incl. Internet), Cryptology