Cyber-physical systems : foundations and techniques /

CYBER-PHYSICAL SYSTEMS The 13 chapters in this book cover the various aspects associated with Cyber-Physical Systems (CPS) such as algorithms, application areas, and the improvement of existing technology such as machine learning, big data and robotics. Cyber-Physical Systems (CPS) is the interconne...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Sharma, Uzzal (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : Beverly, MA : John Wiley & Sons, Inc. ; Scrivener Publishing LLC, 2022.
Temas:
Cooperating objects (Computer systems)
Objets coopérants (Systèmes informatiques)
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Preface
  • Acknowledgement
  • 1 A Systematic Literature Review on Cyber Security Threats of Industrial Internet of Things 1 Ravi Gedam and Surendra Rahamatkar
  • 1.1 Introduction
  • 1.2 Background of Industrial Internet of Things
  • 1.3 Literature Review
  • 1.4 The Proposed Methodology
  • 1.5 Experimental Requirements
  • 1.6 Conclusion
  • 2 Integration of Big Data Analytics Into Cyber-Physical Systems 19 Nandhini R.S. and Ramanathan
  • 2.1 Introduction
  • 2.2 Big Data Model for Cyber-Physical System
  • 2.3 Big Data and Cyber-Physical System Integration
  • 2.4 Storage and Communication of Big Data for Cyber-Physical System
  • 2.5 Big Data Processing in Cyber-Physical System
  • 2.6 Applications of Big Data for Cyber-Physical System
  • 2.7 Security and Privacy
  • 2.8 Conclusion
  • 3 Machine Learning: A Key Towards Smart Cyber-Physical Systems 43 Rashmi Kapoor, Chandragiri Radhacharan and Sung-ho Hur
  • 3.1 Introduction
  • 3.2 Different Machine Learning Algorithms
  • 3.3 ML Use-Case in MATLAB
  • 3.4 ML Use-Case in Python
  • 3.5 Conclusion
  • 4 Precise Risk Assessment and Management 63 Ambika N.
  • 4.1 Introduction
  • 4.2 Need for Security
  • 4.3 Different Kinds of Attacks
  • 4.4 Literature Survey
  • 4.5 Proposed Work
  • 4.6 Conclusion
  • 5 A Detailed Review on Security Issues in Layered Architectures and Distributed Denial Service of Attacks Over IoT Environment 85 Rajarajan Ganesarathinam, Muthukumaran Singaraveluand K.N. Padma Pooja
  • 5.1 Introduction
  • 5.2 IoT Components, Layered Architectures, Security Threats
  • 5.3 Taxonomy of DDoS Attacks and Its Working Mechanism in IoT
  • 5.4 Existing Solution Mechanisms Against DDoS Over IoT
  • 5.5 Challenges and Research Directions
  • 5.6 Conclusion
  • 6 Machine Learning and Deep Learning Techniques for Phishing Threats and Challenges 123 Bhimavarapu Usharani
  • 6.1 Introduction
  • 6.2 Phishing Threats
  • 6.3 Deep Learning Architectures
  • 6.4 Related Work
  • 6.5 Analysis Report
  • 6.6 Current Challenges
  • 6.7 Conclusions
  • 7 Novel Defending and Prevention Technique for Man-in-the-Middle Attacks in Cyber-Physical Networks 147 Gaurav Narula, Preeti Nagrath, Drishti Hans and Anand Nayyar
  • 7.1 Introduction
  • 7.2 Literature Review
  • 7.3 Classification of Attacks
  • 7.4 Proposed Algorithm of Detection and Prevention
  • 7.5 Results and Discussion
  • 7.6 Conclusion and Future Scope
  • 8 Fourth Order Interleaved Boost Converter With PID, Type II and Type III Controllers for Smart Grid Applications 179 Saurav S. and Arnab Ghosh
  • 8.1 Introduction
  • 8.2 Modeling of Fourth Order Interleaved Boost Converter
  • 8.3 Controller Design for FIBC
  • 8.4 Computational Results
  • 8.5 Conclusion
  • 9 Industry 4.0 in Healthcare IoT for Inventory and Supply Chain Management 209 Somya Goyal
  • 9.1 Introduction
  • 9.2 Benefits and Barriers in Implementation of RFID
  • 9.3 IoT-Based Inventory Management--Case Studies
  • 9.4 Proposed Model for RFID-Based Hospital Management
  • 9.5 Conclusion and Future Scope
  • 10 A Systematic Study of Security of Industrial IoT 229 Ravi Gedam and Surendra Rahamatkar
  • 10.1 Introduction
  • 10.2 Overview of Industrial Internet of Things (Smart Manufacturing)
  • 10.3 Industrial Reference Architecture
  • 10.4 FIWARE Generic Enabler (FIWARE GE)
  • 10.5 Discussion
  • 10.6 Conclusion
  • 11 Investigation of Holistic Approaches for Privacy Aware Design of Cyber-Physical Systems 257 Manas Kumar Yogi, A.S.N. Chakravarthy and Jyotir Moy Chatterjee
  • 11.1 Introduction
  • 11.2 Popular Privacy Design Recommendations
  • 11.3 Current Privacy Challenges in CPS
  • 11.4 Privacy Aware Design for CPS
  • 11.5 Limitations
  • 11.6 Converting Risks of Applying AI Into Advantages
  • 11.7 Conclusion and Future Scope
  • 12 Exposing Security and Privacy Issues on Cyber-Physical Systems 273 Keshav Kaushik
  • 12.1 Introduction to Cyber-Physical Systems (CPS)
  • 12.2 Cyber-Attacks and Security in CPS
  • 12.3 Privacy in CPS
  • 12.4 Conclusion & Future Trends in CPS Security
  • 13 Applications of Cyber-Physical Systems 289 Amandeep Kaur and Jyotir Moy Chatterjee
  • 13.1 Introduction
  • 13.2 Applications of Cyber-Physical Systems
  • 13.3 Conclusion
  • References
  • Index.

Ejemplares similares