Security and Resiliency Analytics for Smart Grids

Static and Dynamic Approaches

Ehab Al-Shaer, Mohammad Ashiqur Rahman (Autoren)

Buch | Softcover

XVI, 144 Seiten

2018
Springer International Publishing (Verlag)
978-3-319-81389-9 (ISBN)

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This book targets the key concern of protecting critical infrastructures such as smart grids. It explains various static and dynamic security analysis techniques that can automatically verify smart grid security and resiliency and identify potential attacks in a proactive manner. 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.

Smart Grids and Security Challenges.- Analytics for Smart Grid Security and Resiliency.- Security Analytics for AMI and SCADA.- Security Analytics for EMSE Modules.- Intrusion Detection Systems for AMI.- Resiliency Threat Analysis for SCADA.

Erscheinungsdatum	05.03.2022
Reihe/Serie	Advances in Information Security
Zusatzinfo	XVI, 144 p. 37 illus., 22 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	2526 g
Themenwelt	Informatik ► Netzwerke ► Sicherheit / Firewall
Schlagworte	application of formal methods for smart grid secur • application of formal methods for smart grid security • dynamic defense for smart grids • formal analytics for smart grid security • formal security analytics for cyber-physical syste • formal security analytics for cyber-physical systems • intrusion detection for smart grids • log analytics for cyber intelligence • proactive defense for smart grids • smart grid resiliency • Smart Grid Security • smart grid security analytics • static defense for smart grids • threat identification and mitigation for smart gri • threat identification and mitigation for smart grids
ISBN-10	3-319-81389-7 / 3319813897
ISBN-13	978-3-319-81389-9 / 9783319813899
Zustand	Neuware