{"product_id":"securing-cyber-physical-systems-fundamentals-applications-and-challenges-hardback-9781394287734","title":"Securing Cyber-Physical Systems; Fundamentals, Applications and Challenges (Hardback) 9781394287734","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eSecuring Cyber-Physical Systems\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eFundamentals, Applications and Challenges\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eK. Ananthajothi (Edited by), Anatha Jothi (Author), S. N. Sangeethaa (Edited by), D. Divya (Edited by), S. Balamurugan (Edited by), Sheng-Lung Peng (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781394287734, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 19 November 2025\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e400 pages\u003cbr\u003e28 x 19 x 2.6 cm, 0.794 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003eProtect critical infrastructure from emerging threats with this essential guide, providing an in-depth exploration of innovative defense strategies and practical solutions for securing cyber-physical systems.\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eAs industries increasingly rely on the convergence of digital and physical infrastructures, the need for robust cybersecurity solutions has grown. This book addresses the key challenges posed by integrating digital technologies into critical physical systems across various sectors, including energy, healthcare, and manufacturing. Focusing on innovative defence strategies and practical solutions, this book provides an in-depth exploration of the vulnerabilities and defence mechanisms essential to securing cyber-physical systems. The book is designed to equip researchers, cybersecurity professionals, and industry leaders with the knowledge to protect critical infrastructure from emerging digital threats. From understanding complex vulnerabilities to implementing secure system designs, this volume offers a comprehensive guide to fortifying and securing the systems that shape our modern, interconnected world. \u003c\/p\u003e\n\u003cp\u003eReaders will find the volume: \u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplores the evolving threat landscape, encompassing potential attacks on critical infrastructure, industrial systems, and interconnected devices;\u003c\/li\u003e \u003cli\u003eExamines vulnerabilities inherent in cyber-physical systems, such as weak access controls, insecure communication channels, and the susceptibility of physical components to digital manipulation;\u003c\/li\u003e \u003cli\u003eUses real-world case studies to introduce strategies for assessing and quantifying the cybersecurity risks associated with cyber-physical systems, considering the potential consequences of system breaches;\u003c\/li\u003e \u003cli\u003eProvides an overview of cybersecurity measures and defense mechanisms designed to fortify cyber-physical systems against digital threats, including intrusion detection systems, encryption, and security best practices;\u003c\/li\u003e \u003cli\u003eDiscusses existing and emerging regulatory frameworks aimed at enhancing cybersecurity in critical infrastructure and physical systems.\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cb\u003eAudience\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eResearchers, cybersecurity professionals, information technologists and industry leaders innovating infrastructure to protect against digital threats.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003ePreface xvii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Enhancing Safety and Security in Autonomous Connected Vehicles: Fusion of Optimal Control With Multi-Armed Bandit Learning 1\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eK.T. Meena Abarna, A. Punitha and S. Sathiya\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.1 Background 2\u003c\/p\u003e \u003cp\u003e1.1.1 Problem Statement 4\u003c\/p\u003e \u003cp\u003e1.1.2 Motivation 4\u003c\/p\u003e \u003cp\u003e1.2 Related Works 5\u003c\/p\u003e \u003cp\u003e1.2.1 Contributions 7\u003c\/p\u003e \u003cp\u003e1.2.2 Centralized CRN Scheduling 8\u003c\/p\u003e \u003cp\u003e1.2.3 Multi-Armed Bandit (MAB) 9\u003c\/p\u003e \u003cp\u003e1.2.4 Bandit Learning with Switching Costs 11\u003c\/p\u003e \u003cp\u003e1.3 System Model 12\u003c\/p\u003e \u003cp\u003e1.3.1 Resource Spectrum 12\u003c\/p\u003e \u003cp\u003e1.3.2 CRs’ Spectrum Utilization Schemes 13\u003c\/p\u003e \u003cp\u003e1.3.3 CBS Scheduling 13\u003c\/p\u003e \u003cp\u003e1.3.4 PUs’ Activity 13\u003c\/p\u003e \u003cp\u003e1.4 Outcomes 15\u003c\/p\u003e \u003cp\u003e1.4.1 Scenario I: Fallen Traffic Signs 15\u003c\/p\u003e \u003cp\u003e1.4.2 Scenario II: Traffic Signs Alert by the Road Workers 16\u003c\/p\u003e \u003cp\u003e1.4.3 Scenario III: Back\/Rotated Traffic Sign Across the Road 17\u003c\/p\u003e \u003cp\u003e1.4.4 Scenario IV: Hacking of a Stop Sign at a Four-Way Stop Intersection 18\u003c\/p\u003e \u003cp\u003e1.5 Conclusions and Future Enhancement 19\u003c\/p\u003e \u003cp\u003e1.5.1 Conclusions 19\u003c\/p\u003e \u003cp\u003e1.5.2 Future Directions 21\u003c\/p\u003e \u003cp\u003eReferences 23\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Secure Data Handling in AI and Proactive Response Network: Create a Physical Layer–Proposed Cognitive Cyber-Physical Security 25\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eA. Sivasundari, P. Kumar, S. Vinodhkumar and N. Duraimurugan\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 26\u003c\/p\u003e \u003cp\u003e2.1.1 The Role of AI in Cybersecurity 27\u003c\/p\u003e \u003cp\u003e2.1.2 Usage of CCPS in IoT 27\u003c\/p\u003e \u003cp\u003e2.2 Challenges and Mechanisms 28\u003c\/p\u003e \u003cp\u003e2.2.1 Brief Account of Challenges Faced 28\u003c\/p\u003e \u003cp\u003e2.2.2 Innovative Mechanisms 30\u003c\/p\u003e \u003cp\u003e2.3 Using AI to Support Cognitive Cybersecurity 30\u003c\/p\u003e \u003cp\u003e2.3.1 Cognitive Systems 30\u003c\/p\u003e \u003cp\u003e2.3.2 AI in IoT 30\u003c\/p\u003e \u003cp\u003e2.4 Create a Physical Layer–Proposed CCPS 31\u003c\/p\u003e \u003cp\u003e2.4.1 Create a Physical Layer–Proposed CCPS in Healthcare Application 33\u003c\/p\u003e \u003cp\u003e2.4.1.1 Privacy-Aware Collaboration 33\u003c\/p\u003e \u003cp\u003e2.4.1.2 Cycle Model of CCPS 36\u003c\/p\u003e \u003cp\u003e2.4.1.3 Dynamic Security Knowledge Base 36\u003c\/p\u003e \u003cp\u003e2.4.2 Method for Secure Data Handling 36\u003c\/p\u003e \u003cp\u003e2.5 Road Map of Implementation 38\u003c\/p\u003e \u003cp\u003e2.5.1 AI for CCPS-IoT 38\u003c\/p\u003e \u003cp\u003e2.5.2 AI-Enabled Wireless CCPS-IoT to Provide Security 39\u003c\/p\u003e \u003cp\u003e2.6 Conclusions and Future Enhancement 40\u003c\/p\u003e \u003cp\u003eFuture Directions 41\u003c\/p\u003e \u003cp\u003eReferences 43\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Intelligent Cognitive Cyber-Physical System–Based Intrusion Detection for AI-Enabled Security in Industry 4.0 45\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eV. Mahavaishnavi, R. Saminathan and G. Ramachandran\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 46\u003c\/p\u003e \u003cp\u003e3.1.1 Cyber-Physical Systems 46\u003c\/p\u003e \u003cp\u003e3.1.2 Intelligent Cyber-Physical Systems (ISPS) 47\u003c\/p\u003e \u003cp\u003e3.1.3 Cognitive Cyber-Physical Systems (CCPS) 48\u003c\/p\u003e \u003cp\u003e3.1.4 IDS in Industry 4.0 Using iCCPS 49\u003c\/p\u003e \u003cp\u003e3.1.5 AI in iCCPS-IDS 49\u003c\/p\u003e \u003cp\u003e3.2 Problem Statement 50\u003c\/p\u003e \u003cp\u003e3.3 Motivation 51\u003c\/p\u003e \u003cp\u003e3.4 Research Gap 52\u003c\/p\u003e \u003cp\u003e3.5 Methodology 53\u003c\/p\u003e \u003cp\u003e3.5.1 Training Dataset 54\u003c\/p\u003e \u003cp\u003e3.5.2 Information for Assessment and Instruction 54\u003c\/p\u003e \u003cp\u003e3.5.3 Model 54\u003c\/p\u003e \u003cp\u003e3.5.4 CPS Determined by Cognition Agents 56\u003c\/p\u003e \u003cp\u003e3.5.5 Useful Implementation of the Actual Device 57\u003c\/p\u003e \u003cp\u003e3.6 Importance and Impact of AI-Based Intrusion Detection in iCCPS in Industry 4.0 59\u003c\/p\u003e \u003cp\u003e3.6.1 Need 59\u003c\/p\u003e \u003cp\u003e3.6.2 Challenges 60\u003c\/p\u003e \u003cp\u003e3.7 Conclusions and Future Directions 60\u003c\/p\u003e \u003cp\u003eFuture Directions 61\u003c\/p\u003e \u003cp\u003eReferences 63\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Resilient Cognitive Cyber-Physical Systems: Conceptual Frameworks, Models, and Implementation Strategies 65\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eR. Manivannan and M.P. Vaishnnave\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 66\u003c\/p\u003e \u003cp\u003e4.1.1 Problem Statement 70\u003c\/p\u003e \u003cp\u003e4.1.2 Motivation 71\u003c\/p\u003e \u003cp\u003e4.2 Materials and Methods 72\u003c\/p\u003e \u003cp\u003e4.3 CCPS Design Challenges 74\u003c\/p\u003e \u003cp\u003e4.4 Cyber-Physical Systems Principles and Paradigms 77\u003c\/p\u003e \u003cp\u003e4.4.1 CCPS Conceptual Framework 79\u003c\/p\u003e \u003cp\u003e4.4.2 CCPS Modeling 81\u003c\/p\u003e \u003cp\u003e4.4.3 Other Modeling Issues in CCPS 82\u003c\/p\u003e \u003cp\u003e4.5 Conclusions and Future Enhancements 83\u003c\/p\u003e \u003cp\u003e4.5.1 Future Enhancements 83\u003c\/p\u003e \u003cp\u003eReferences 85\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Cognitive Cyber-Physical Security Challenges, Issues, and Recent Trends Over IoT 87\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eChinnaraj Govindasamy\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction 88\u003c\/p\u003e \u003cp\u003e5.1.1 From IoT to CCPS-IoT 93\u003c\/p\u003e \u003cp\u003e5.1.2 Fundamental Cognitive Tasks 94\u003c\/p\u003e \u003cp\u003e5.2 Motivation and Challenges 94\u003c\/p\u003e \u003cp\u003e5.2.1 Motivation 94\u003c\/p\u003e \u003cp\u003e5.2.2 Challenges 95\u003c\/p\u003e \u003cp\u003e5.3 Security 96\u003c\/p\u003e \u003cp\u003e5.3.1 Physical Layer Attacks 98\u003c\/p\u003e \u003cp\u003e5.3.2 Physical Layer Security 99\u003c\/p\u003e \u003cp\u003e5.3.3 Main Constituents 100\u003c\/p\u003e \u003cp\u003e5.4 Research Gap 102\u003c\/p\u003e \u003cp\u003e5.5 An Automatic Security Manager for CCPS Using IoT 103\u003c\/p\u003e \u003cp\u003e5.5.1 Combatting Erroneous Estimations 103\u003c\/p\u003e \u003cp\u003e5.5.2 Detection and Classification 104\u003c\/p\u003e \u003cp\u003e5.6 Conclusions and Future Enhancement 104\u003c\/p\u003e \u003cp\u003eFuture Enhancement 105\u003c\/p\u003e \u003cp\u003eReferences 106\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Cognitive Cyber-Physical Security With IoT: A Solution to Smart Healthcare System 109\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eP. Shanmugam, Mohamed Iqbal M. and M. Amanullah\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 110\u003c\/p\u003e \u003cp\u003e6.1.1 Motivation 112\u003c\/p\u003e \u003cp\u003e6.1.2 Need and Contribution 113\u003c\/p\u003e \u003cp\u003e6.1.2.1 Need 113\u003c\/p\u003e \u003cp\u003e6.1.2.2 Contribution 114\u003c\/p\u003e \u003cp\u003e6.2 Medical CCPS with IoT 116\u003c\/p\u003e \u003cp\u003e6.2.1 IoT Device for AI Solution 118\u003c\/p\u003e \u003cp\u003e6.2.2 Traditional Bio-Modality Spoofing Detection 119\u003c\/p\u003e \u003cp\u003e6.2.3 MCPS Using AI Device 119\u003c\/p\u003e \u003cp\u003e6.3 Functional and Behavioral Perspectives 120\u003c\/p\u003e \u003cp\u003e6.4 Modeling and Verification Methods of MCPS 123\u003c\/p\u003e \u003cp\u003e6.4.1 MCPS Modeling Based on ICE 124\u003c\/p\u003e \u003cp\u003e6.4.2 MCPS Modeling Based on Component 125\u003c\/p\u003e \u003cp\u003e6.5 Artificial Intelligence for Cognitive Cybersecurity 125\u003c\/p\u003e \u003cp\u003e6.5.1 Privacy-Aware Collaboration 127\u003c\/p\u003e \u003cp\u003e6.5.2 Cognitive Security Cycle Model 127\u003c\/p\u003e \u003cp\u003e6.6 Conclusions and Future Direction 128\u003c\/p\u003e \u003cp\u003e6.6.1 Conclusions 128\u003c\/p\u003e \u003cp\u003e6.6.2 Future Directions 129\u003c\/p\u003e \u003cp\u003eReferences 130\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Cognitive Cyber-Physical Security with IoT and ML: Role of Cybersecurity, Threats, and Benefits to Modern Economies and Industries 133\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eP. Anbalagan, A. Kanthimathinathan and S. Saravanan\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 134\u003c\/p\u003e \u003cp\u003e7.1.1 Key Contributions 136\u003c\/p\u003e \u003cp\u003e7.1.2 Problem Statement 137\u003c\/p\u003e \u003cp\u003e7.1.3 Motivation 138\u003c\/p\u003e \u003cp\u003e7.2 CCPS Associated with IoT 139\u003c\/p\u003e \u003cp\u003e7.2.1 Reasons in Favor of Cognitive Analytics 140\u003c\/p\u003e \u003cp\u003e7.2.2 Analyses of Current Cyber Risk Data 141\u003c\/p\u003e \u003cp\u003e7.3 Materials and Methods 143\u003c\/p\u003e \u003cp\u003e7.3.1 Role of Cybersecurity in CCPS with IoT and ml 143\u003c\/p\u003e \u003cp\u003e7.3.2 ml in Cognitive Cyber-Physical Security with IoT 144\u003c\/p\u003e \u003cp\u003e7.3.3 Threats to Modern Economies and Industries 144\u003c\/p\u003e \u003cp\u003e7.3.4 Benefits to Modern Economies and Industries 147\u003c\/p\u003e \u003cp\u003e7.4 Outcomes 148\u003c\/p\u003e \u003cp\u003e7.4.1 AI-Enabled Management Technology and Approach Taxonomy 151\u003c\/p\u003e \u003cp\u003e7.4.2 Essential Self-Adapting System Technologies 151\u003c\/p\u003e \u003cp\u003e7.4.3 Attack Malware Classifier 151\u003c\/p\u003e \u003cp\u003e7.5 Conclusions and Future Direction 152\u003c\/p\u003e \u003cp\u003eFuture Directions 152\u003c\/p\u003e \u003cp\u003eReferences 154\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 A Safety Analysis Framework for Medical Cyber-Physical Systems Using Systems Theory 157\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eK. Ananthajothi, K. Balamurugan, D. Divya and T.P. Latchoumi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1 Introduction 158\u003c\/p\u003e \u003cp\u003e8.2 Background 160\u003c\/p\u003e \u003cp\u003e8.2.1 Cyber-Physical Systems 160\u003c\/p\u003e \u003cp\u003e8.2.2 Quality-of-Service Issues in CPS 161\u003c\/p\u003e \u003cp\u003e8.2.3 Medical Cyber-Physical Systems 161\u003c\/p\u003e \u003cp\u003e8.3 The Systems-Based Safety Analysis Observation for MCPS 162\u003c\/p\u003e \u003cp\u003e8.3.1 Identification of Critical Requirements in MCPS 162\u003c\/p\u003e \u003cp\u003e8.3.2 A Systems Theory–Based Method for Safety Analysis in Medical Cyber-Physical Systems 163\u003c\/p\u003e \u003cp\u003e8.3.3 MCPS in Patient-Controlled Analgesia 165\u003c\/p\u003e \u003cp\u003e8.4 Improved Wireless Medical Cyber-Physical System (IWMCPS) 166\u003c\/p\u003e \u003cp\u003e8.4.1 Level: Data Acquisition 166\u003c\/p\u003e \u003cp\u003e8.4.2 Layer: Data Aggregating 167\u003c\/p\u003e \u003cp\u003e8.4.3 Level: Storing 167\u003c\/p\u003e \u003cp\u003e8.4.4 Level: Action 168\u003c\/p\u003e \u003cp\u003e8.4.5 IWMCPS Architectural Research 168\u003c\/p\u003e \u003cp\u003e8.4.6 Core of Communications and Sensors 168\u003c\/p\u003e \u003cp\u003e8.5 Hazard Analysis on PCA-MCPS 169\u003c\/p\u003e \u003cp\u003e8.5.1 System Safety Constraint 170\u003c\/p\u003e \u003cp\u003e8.5.2 System Safety Control Structure 170\u003c\/p\u003e \u003cp\u003e8.5.3 Identify Unsafe Control Actions 170\u003c\/p\u003e \u003cp\u003e8.5.4 Specifying Causes 171\u003c\/p\u003e \u003cp\u003e8.6 Conclusions and Future Directions 172\u003c\/p\u003e \u003cp\u003eFuture Directions 172\u003c\/p\u003e \u003cp\u003eReferences 174\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Cognitive Cybersecurity and Reinforcement Learning: Enhancing Security in CPS-IoT Enabled Healthcare 177\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eA. Arokiaraj Jovith, M. Sangeetha, D. Saveetha and S. Antelin Vijila\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction 178\u003c\/p\u003e \u003cp\u003e9.2 Methodology 182\u003c\/p\u003e \u003cp\u003e9.2.1 Device AI Solutions 182\u003c\/p\u003e \u003cp\u003e9.2.2 Detect the Spoofing of Bio-Modality 182\u003c\/p\u003e \u003cp\u003e9.2.3 Detect the Spoofing of Bio-Modality Using Machine Learning 183\u003c\/p\u003e \u003cp\u003e9.3 Challenges and Mechanisms 183\u003c\/p\u003e \u003cp\u003e9.3.1 Challenges 183\u003c\/p\u003e \u003cp\u003e9.3.2 Innovative Mechanisms 185\u003c\/p\u003e \u003cp\u003e9.4 Cognitive Cyber-Physical Systems and Reinforcement Learning 185\u003c\/p\u003e \u003cp\u003e9.4.1 Model Formulation 188\u003c\/p\u003e \u003cp\u003e9.4.2 AI in CCPS 189\u003c\/p\u003e \u003cp\u003e9.4.2.1 Privacy-Aware Collaboration 192\u003c\/p\u003e \u003cp\u003e9.4.2.2 Cognitive Security Cycle Model 192\u003c\/p\u003e \u003cp\u003e9.4.2.3 Need 193\u003c\/p\u003e \u003cp\u003e9.4.2.4 Cross-Sectoral Techniques 193\u003c\/p\u003e \u003cp\u003e9.4.2.5 Actuation and Data Collection 194\u003c\/p\u003e \u003cp\u003e9.5 Conclusions and Future Directions 194\u003c\/p\u003e \u003cp\u003e9.6 Future Directions 195\u003c\/p\u003e \u003cp\u003eReferences 196\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Navigating the Digital Landscape: Understanding, Detecting, and Mitigating Cyber Threats in an Evolving Technological Era 199\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eManikandan J., Hemalatha P., Jayashree K. and Rajeswari P.\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 The Digital Transformation: Shaping Modern Business Dynamics 200\u003c\/p\u003e \u003cp\u003e10.2 Impact of COVID-19: Accelerating the Digital Shift 201\u003c\/p\u003e \u003cp\u003e10.3 Online Safety Concerns: Navigating the Digital Landscape 202\u003c\/p\u003e \u003cp\u003e10.4 Interplay of Digital Technologies: Vulnerabilities and Threats 204\u003c\/p\u003e \u003cp\u003e10.4.1 Introduction to Digital Technologies 204\u003c\/p\u003e \u003cp\u003e10.4.2 Case Studies and Examples 206\u003c\/p\u003e \u003cp\u003e10.5 Rise of Cyber Assaults as a Service: Automating Criminal Activities 207\u003c\/p\u003e \u003cp\u003e10.6 Evolving Threat Landscape: Understanding Modern Cyber Attacks 210\u003c\/p\u003e \u003cp\u003e10.7 Beyond Conventional Security Measures: The Need for Advanced Defense 211\u003c\/p\u003e \u003cp\u003e10.8 Rise of Cyber Assaults as a Service: Automating Criminal Activities 213\u003c\/p\u003e \u003cp\u003e10.8.1 Introduction to Cyber Assaults as a Service 213\u003c\/p\u003e \u003cp\u003e10.8.2 Automation of Criminal Activities 213\u003c\/p\u003e \u003cp\u003e10.8.3 Impact and Implications 214\u003c\/p\u003e \u003cp\u003e10.9 Evolving Threat Landscape: Understanding Modern Cyber Attacks 215\u003c\/p\u003e \u003cp\u003e10.9.1 Types of Modern Cyber Attacks 215\u003c\/p\u003e \u003cp\u003e10.9.2 Implications for Cybersecurity Defense 216\u003c\/p\u003e \u003cp\u003e10.10 Beyond Conventional Security Measures: The Need for Advanced Defense 217\u003c\/p\u003e \u003cp\u003e10.10.1 Challenges with Conventional Security Measures 217\u003c\/p\u003e \u003cp\u003e10.10.2 The Evolution of Advanced Defense 218\u003c\/p\u003e \u003cp\u003e10.11 Uncovering Cyber Threats: Patterns, Trends, and Detection Methods 218\u003c\/p\u003e \u003cp\u003e10.11.1 Patterns of Cyber Threats 218\u003c\/p\u003e \u003cp\u003e10.12 Addressing Advanced Persistent Threats: Challenges and Solutions 220\u003c\/p\u003e \u003cp\u003e10.12.1 Introduction to Advanced Persistent Threats (APTs) 220\u003c\/p\u003e \u003cp\u003e10.12.2 Challenges Posed by APTs 220\u003c\/p\u003e \u003cp\u003e10.12.3 Solutions for Addressing APTs 221\u003c\/p\u003e \u003cp\u003eReferences 222\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Defense Strategies for Cyber-Physical Systems 225\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eRajendran Thanikachalam, T. Nithya, Balaji Sampathkumar and J. Mangayarkarasi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction 226\u003c\/p\u003e \u003cp\u003e11.2 Threat Landscape in CPS 228\u003c\/p\u003e \u003cp\u003e11.3 Advanced Defense Strategies 231\u003c\/p\u003e \u003cp\u003e11.3.1 Anomaly Detection in CPS 231\u003c\/p\u003e \u003cp\u003e11.3.2 Secure Communication Protocols 232\u003c\/p\u003e \u003cp\u003e11.3.3 Machine Learning-Driven Defenses 235\u003c\/p\u003e \u003cp\u003e11.3.4 Zero Trust Model for CPS 237\u003c\/p\u003e \u003cp\u003e11.3.5 Resilience Techniques for CPS 240\u003c\/p\u003e \u003cp\u003e11.3.6 Intensive Training and Awareness 241\u003c\/p\u003e \u003cp\u003e11.3.7 Conclusion and Future Directions 245\u003c\/p\u003e \u003cp\u003eReferences 245\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Cybersecurity in the Era of Artificial Intelligence: Challenges and Innovations 249\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eAshwini A., H. Sehina and Banu Priya Prathaban\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1 Introduction to Cybersecurity Analysis 250\u003c\/p\u003e \u003cp\u003e12.2 Need for AI in Cybersecurity 252\u003c\/p\u003e \u003cp\u003e12.3 Current Cybersecurity Techniques 253\u003c\/p\u003e \u003cp\u003e12.4 Role of AI in Cybersecurity 255\u003c\/p\u003e \u003cp\u003e12.5 Challenges in AI Enhanced Cybersecurity 256\u003c\/p\u003e \u003cp\u003e12.6 Quantum Computing and Post Quantum Computing in Cybersecurity 257\u003c\/p\u003e \u003cp\u003e12.7 AI Powered Encryption Analysis 259\u003c\/p\u003e \u003cp\u003e12.8 Adaptive Cybersecurity 261\u003c\/p\u003e \u003cp\u003e12.9 Overall Analysis of AI in Cybersecurity 262\u003c\/p\u003e \u003cp\u003e12.10 Privacy Preserving AI and Cybersecurity 263\u003c\/p\u003e \u003cp\u003e12.11 Future Directions and Research Challenges 264\u003c\/p\u003e \u003cp\u003e12.12 Conclusion 266\u003c\/p\u003e \u003cp\u003eReferences 266\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13 Safeguarding the Virtual Realm: Assessing Cyber Security Challenges and Innovations in Today’s World 269\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eRajaram P., Rajasekar Rangasamy, R. C. Karpagalakshmi, J. Lenin and S. Muthulingam\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e13.1 Introduction 270\u003c\/p\u003e \u003cp\u003e13.2 Understanding the Motivations Behind Cyber Attacks: Financial, Political, and Military Goals 272\u003c\/p\u003e \u003cp\u003e13.3 Types of Cyber Threats: From Viruses to Data Breaches 276\u003c\/p\u003e \u003cp\u003e13.4 Impact of Cyber Attacks on Businesses and Governments: Financial and Operational Consequences 278\u003c\/p\u003e \u003cp\u003e13.5 Strategies for Cyber Security: Prevention, Detection, and Response 281\u003c\/p\u003e \u003cp\u003e13.6 Evolving Threat Landscape: Keeping Pace with Emerging Cyber Threats 283\u003c\/p\u003e \u003cp\u003e13.7 Exploring Global Cyber Security Initiatives: Collaborative Efforts and Best Practices 285\u003c\/p\u003e \u003cp\u003e13.8 Cyber Security Frameworks: Origins, Evolution, and Effectiveness 286\u003c\/p\u003e \u003cp\u003e13.9 Emerging Trends in Cyber Security: AI, Blockchain, and IoT Solutions 288\u003c\/p\u003e \u003cp\u003e13.10 Challenges and Limitations of Current Cyber Security Approaches 289\u003c\/p\u003e \u003cp\u003e13.11 Future Directions in Cyber Security Research and Development 291\u003c\/p\u003e \u003cp\u003e13.12 Conclusion 293\u003c\/p\u003e \u003cp\u003eReferences 293\u003c\/p\u003e \u003cp\u003e\u003cb\u003e14 Predicting Android Ransomware Attacks Using Categorical Classification 295\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eA. Pandiaraj, N. Ramshankar, Mathan Kumar Mounagurusamy, Karakanapati Mrudhula, P. Lahari Sai and Lekkala Likhitha\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e14.1 Introduction 296\u003c\/p\u003e \u003cp\u003e14.2 Background Study 297\u003c\/p\u003e \u003cp\u003e14.3 Scope 300\u003c\/p\u003e \u003cp\u003e14.4 Experimentation 300\u003c\/p\u003e \u003cp\u003e14.5 Methodology 303\u003c\/p\u003e \u003cp\u003e14.6 Conclusion 306\u003c\/p\u003e \u003cp\u003eReferences 306\u003c\/p\u003e \u003cp\u003e\u003cb\u003e15 Defense Strategies for Cognitive Cyber-Physical Systems in Machine Learning Domain 309\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eM. Karthiga, N. Sangavi, V. R. Kiruthika, S. N. Sangeethaa, P. Ananthi and S. Vaanathi\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e15.1 Introduction 310\u003c\/p\u003e \u003cp\u003e15.1.1 Background and Motivation 313\u003c\/p\u003e \u003cp\u003e15.1.2 Challenges in CPS Defense 314\u003c\/p\u003e \u003cp\u003e15.1.2.1 Resource Constraints and Real-Time Demands: Security in a Tight Spot 314\u003c\/p\u003e \u003cp\u003e15.1.2.2 Data Security and Privacy: Balancing Protection with User Rights 314\u003c\/p\u003e \u003cp\u003e15.1.2.3 Human Factors and Insider Threats: The Weakest Link 315\u003c\/p\u003e \u003cp\u003e15.1.2.4 Evolving Threats: A Never-Ending Battle 315\u003c\/p\u003e \u003cp\u003e15.2 Literature Review 315\u003c\/p\u003e \u003cp\u003e15.3 CPS Security Fears 318\u003c\/p\u003e \u003cp\u003e15.3.1 Vulnerabilities Posed in CPS 319\u003c\/p\u003e \u003cp\u003e15.4 Secure Approaches for CPS: In Terms of Technology and Attack Perspectives 320\u003c\/p\u003e \u003cp\u003e15.4.1 Security Strategies for Various Aspects of Attacks 320\u003c\/p\u003e \u003cp\u003e15.5 Issues and Concerns for Ml Protection for CPS 322\u003c\/p\u003e \u003cp\u003e15.5.1 ml Model Attacks and the Relevant Measures for Prevention 323\u003c\/p\u003e \u003cp\u003e15.5.1.1 Dataset Poisoning Attacks 325\u003c\/p\u003e \u003cp\u003e15.5.1.2 Black-Box Attack 327\u003c\/p\u003e \u003cp\u003e15.5.1.3 White Box Attack 328\u003c\/p\u003e \u003cp\u003e15.5.1.4 Backdoor Attacks 328\u003c\/p\u003e \u003cp\u003e15.6 Countermeasures Against Dataset Poisoning Attempts 328\u003c\/p\u003e \u003cp\u003e15.6.1 Simulated Poisoning Incidents 329\u003c\/p\u003e \u003cp\u003e15.6.2 Countermeasures Against Model Poisoning Incidents 330\u003c\/p\u003e \u003cp\u003e15.7 Vulnerability to Privacy 330\u003c\/p\u003e \u003cp\u003e15.7.1 Process of Reverse Engineering and API Calls Disclosing Sensitive Data 331\u003c\/p\u003e \u003cp\u003e15.8 Membership Inference Assaults 333\u003c\/p\u003e \u003cp\u003e15.9 Runtime Disruption Assault 335\u003c\/p\u003e \u003cp\u003e15.10 Comparative Investigation 336\u003c\/p\u003e \u003cp\u003e15.11 Conclusion and Future Research Directions 338\u003c\/p\u003e \u003cp\u003eReferences 339\u003c\/p\u003e \u003cp\u003e\u003cb\u003e16 Cyber-Physical Systems: Challenges, Opportunities, Security Solutions 343\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eGopinathan S., S. Babu and P. Shanmugam\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e16.1 Cyber-Physical Systems 344\u003c\/p\u003e \u003cp\u003e16.1.1 Introduction 344\u003c\/p\u003e \u003cp\u003e16.1.2 Present Issues on Cyber Security 345\u003c\/p\u003e \u003cp\u003e16.1.2.1 Phishing Exploits 346\u003c\/p\u003e \u003cp\u003e16.1.2.2 Internet of Things Ransomware 347\u003c\/p\u003e \u003cp\u003e16.1.2.3 Strengthened Regulation of Data Privacy 347\u003c\/p\u003e \u003cp\u003e16.1.2.4 Cyberattacks Using Mobile Technology 347\u003c\/p\u003e \u003cp\u003e16.1.2.5 A Higher Allocation of Resources to Automation 347\u003c\/p\u003e \u003cp\u003e16.1.3 CPS –Applications and Research Areas 348\u003c\/p\u003e \u003cp\u003e16.2 Cyber Security Challenges 351\u003c\/p\u003e \u003cp\u003e16.2.1 Social Media Role in Cyber-Security 352\u003c\/p\u003e \u003cp\u003e16.2.2 Cyber-Security Methods 352\u003c\/p\u003e \u003cp\u003e16.2.2.1 Access Management and Passphrase Protection 352\u003c\/p\u003e \u003cp\u003e16.2.2.2 Verification of Data 352\u003c\/p\u003e \u003cp\u003e16.2.2.3 Malicious Software Detectors 353\u003c\/p\u003e \u003cp\u003e16.2.2.4 Network Security Barriers 353\u003c\/p\u003e \u003cp\u003e16.2.2.5 Antimalware 353\u003c\/p\u003e \u003cp\u003e16.3 Integration of Physical and Digital 353\u003c\/p\u003e \u003cp\u003e16.3.1 Materials and Procedures 354\u003c\/p\u003e \u003cp\u003e16.3.2 Applications 355\u003c\/p\u003e \u003cp\u003e16.3.2.1 Financial Sector 355\u003c\/p\u003e \u003cp\u003e16.3.2.2 Health Division 355\u003c\/p\u003e \u003cp\u003e16.3.2.3 Business Sector 356\u003c\/p\u003e \u003cp\u003e16.3.2.4 Industry Sector 356\u003c\/p\u003e \u003cp\u003e16.4 Digital Threats to Physical Systems 357\u003c\/p\u003e \u003cp\u003e16.4.1 Threats Prioritization 357\u003c\/p\u003e \u003cp\u003e16.4.2 Selection of Security Requirements 358\u003c\/p\u003e \u003cp\u003e16.5 Industry 4.0 Security 359\u003c\/p\u003e \u003cp\u003e16.5.1 Classification of Cyber-Physical Systems and their Pertinent Themes within the Framework of Industry 4.0 360\u003c\/p\u003e \u003cp\u003e16.5.2 The Digital Supply System 361\u003c\/p\u003e \u003cp\u003e16.5.2.1 The Data Sharing Hazards Associated with the Digital Supply System 361\u003c\/p\u003e \u003cp\u003e16.5.2.2 Data Sharing: Granted Access to Information for More Parties 362\u003c\/p\u003e \u003cp\u003e16.5.3 Cybersecurity Challenges in Industry 4.0 363\u003c\/p\u003e \u003cp\u003e16.6 Evaluation of Risk for CPS 364\u003c\/p\u003e \u003cp\u003e16.6.1 Safety Risk Assessment Standards 364\u003c\/p\u003e \u003cp\u003e16.6.2 Approaches for Safety Risk Evaluation in CPS 365\u003c\/p\u003e \u003cp\u003e16.6.2.1 Analysis of Fault Trees 365\u003c\/p\u003e \u003cp\u003e16.6.2.2 Failure Modes and Impacts Evaluation (fmie) 365\u003c\/p\u003e \u003cp\u003e16.6.2.3 The Menace and Operability Approach 365\u003c\/p\u003e \u003cp\u003e16.6.2.4 Model-Centred Engineering 366\u003c\/p\u003e \u003cp\u003e16.6.2.5 Master Logic Illustration with Objective Tree - Accomplishment Tree 366\u003c\/p\u003e \u003cp\u003e16.6.2.6 System Theoretical Accident Model and Procedures (STAMP) is the Foundation for System Theoretic Process Analysis, a Hazard Analysis Method 366\u003c\/p\u003e \u003cp\u003eReferences 366\u003c\/p\u003e \u003cp\u003eIndex 369\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer science [\u003ca title=\"See our other books on Computer science\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20science%20%5BUY%5D%22\"\u003eUY\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Scrivener","offers":[{"title":"Brand New","offer_id":52433295802648,"sku":"9781394287734","price":163.59,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781394287734.jpg?v=1784853175","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/securing-cyber-physical-systems-fundamentals-applications-and-challenges-hardback-9781394287734","provider":"Freshly Printed Books","version":"1.0","type":"link"}