Security of cyber-physical systems : vulnerability and impact /: vulnerability and impact. (2020)

• Record Type: Book
• Further Information: Note: Hadis Karimipour, Pirathayini Srikantha, Hany Farag, Jin Wei-Kocsis, editors.
• Other Names: Karimipour, Hadis; Srikantha, Pirathayini; Farag, Hany; Wei-Kocsis, Jin
• Contents: Intro -- Contents -- About the Editors -- Contributors -- AI and Security of Cyber Physical Systems: Opportunities and Challenges -- 1 Introduction -- 2 Book Outline -- References -- Overview of Security for Smart Cyber-Physical Systems -- 1 Introduction -- 2 CPS Security -- 2.1 Security Attacks in CPS -- 2.2 Attack Models for CPS -- 3 Designing a Secure CPS -- 3.1 Security Measures for CPS -- 3.1.1 Authentication-Based Security Measures -- 3.1.2 Runtime Security Measures -- 3.1.3 Machine Learning-Based Security Measures for CPS -- 4 Design a Secure Internet-of-CPS 4.1 Security Vulnerability Analysis -- 4.2 Runtime Anomaly Detection -- 4.2.1 Low Power Anomaly Detection -- 4.2.2 Machine Learning Based Anomaly Detection -- 5 Security for Machine Learning -- 5.1 Attack Models -- 5.2 Security Attacks -- 5.3 Defenses -- 6 Conclusion -- References -- Design and Operation Framework for Industrial Control System Security Exercise -- 1 Introduction -- 2 Method for Developing Security Exercises Tailored to Individual Companies -- 2.1 Virtual Company Image -- 2.2 Attack Scenario -- 2.3 Cyber Defense Scenario Based on Safety Operation 2.4 Organizing Scenario (Safety-Security-Business) -- 2.5 SSBC Exercise Phase -- 3 Evaluation Methodology of ICS Security Exercise -- 4 Exercise Management -- 4.1 White Teaming -- 4.1.1 Facilitator -- 4.1.2 Advisor -- 4.2 Participant -- 4.2.1 In Case of Implementation in a Single Company -- 4.2.2 Teaming of Multiple Organizations -- 4.3 Exercise Procedure -- 4.3.1 Description of Prerequisites -- 4.3.2 Safety Response and Security Perspective Discussion -- 4.3.3 Group Work -- 4.3.4 Organizing Issues -- 4.3.5 Presentation and Discussion -- 5 Illustrative Exercise -- 5.1 NIT-Exercise Workshop 5.2 Virtual Company Image -- 5.3 Attack Scenario -- 5.4 Defense Scenario -- 6 Concluding Remarks -- References -- Cascading Failure Attacks in the Power System -- 1 Introduction -- 2 System Models -- 2.1 DC Power Network Model -- 2.2 Cascading Hidden Failure Model -- 2.3 Threat Model -- 2.4 Defense Model -- 3 A Zero-Sum Stochastic Game for CFAs -- 3.1 States, Actions, and State Transitions -- 3.2 Immediate Rewards -- 4 Optimal Strategies of the Stochastic Game -- 4.1 Optimal Strategies -- 4.2 A Q-CFA Learning Algorithm -- 4.3 Proof of the Nash Equilibrium -- 5 Simulation Results 5.1 Convergence of Q-CFA -- 5.2 Strategy Analysis -- 5.3 Performance Comparison -- 6 Conclusions -- References -- The Risk of Botnets in Cyber Physical Systems -- Abbreviations -- 1 Introduction -- 2 What Are Botnets? -- 2.1 An Introduction to Botnets -- 2.1.1 Malware Definition -- 2.1.2 Botnet Definition -- 2.2 The History of Botnets -- 2.2.1 Well-Known Botnets -- 2.3 The Structure of Botnets -- 2.4 Botnets Topology -- 2.4.1 Centralized Topology -- 2.4.2 Decentralized Topology -- 2.5 Hybrid Topology (Unstructured Topology) -- 2.6 Botnets Communicative Protocols -- 2.6.1 IRC Protocol
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 006.2/2; Cooperating objects (Computer systems) -- Security measures; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030455415; 3030455416
• Related ISBNs: 3030455408; 9783030455408
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.