Intelligent Cyber-Physical Systems Security for Industry 4.0 by Banerjee, Jyoti Sekhar; Bhattacharyya, Siddhartha; Obaid, Ahmed J;

Rövid leírás:

This book presents new cyber-physical security findings for Industry 4.0 using emerging technologies like Artificial Intelligence, Data Mining and Applied Mathematics which are the essential components for processing data, recognizing patterns, modelling new techniques and improving the advantages of the Data Science more.

Hosszú leírás:

Intelligent Cyber-Physical Systems Security for Industry 4.0: Applications, Challenges and Management presents new cyber-physical security findings for Industry 4.0 using emerging technologies like artificial intelligence (with machine/deep learning), data mining, applied mathematics. All these are the essential components for processing data, recognizing patterns, modeling new techniques, and improving the advantages of data science.

Features

• Presents an integrated approach with Cyber-Physical Systems, CPS security, and Industry 4.0 in one place

• Exposes the necessity of security initiatives, standards, security policies, and procedures in the context of industry 4.0

• Suggests solutions for enhancing the protection of 5G and the Internet of Things (IoT) security

• Promotes how optimization or intelligent techniques envisage the role of artificial intelligence-machine/deep learning (AI-ML/DL) in cyberphysical systems security for industry 4.0

This book is primarily aimed at graduates, researchers and professionals working in the field of security. Executives concerned with security management, knowledge dissemination, information, and policy development for data and network security in different educational, government, and non-government organizations will also find this book useful.

Tartalomjegyzék:

1. Intelligent Cyber-Physical Systems Security for Industry 4.0: An Introduction. 2. Issues in Authentication in Augmented Reality Systems. 3. An Automated Cover Text Selection System for Text Steganography Algorithms. 4. Cyber Attacks and Countermeasures in RPL-based Industrial Internet of Things. 5. Cyber Physical Attacks and IoT. 6. Chaos Based Advanced Encryption Algorithm Using Affine Transformation in S-Box and its Implementation in FPGA. 7. Cyber-Physical Systems Attacks and Countermeasures. 8. Deep Learning Methods to Resolve Cyber Security Issues. 9. Application of Temporal Logic for Construction of Threat Models for Intelligent Cyber-Physical Systems. 10. Software-Defined Network Security. 11. A Review on AI-ML based Cyber-Physical Systems Security for Industry 4.0 12. Triangulation Augmented AI-Algorithm for Achieving Intelligent Flight Stabilizing Performance CapabilitiesBibhorr, Chirag R. Anand. 13. Forecasting based Authentication Schemes for Network Resource Management in Vehicular Communication Network. 14. Intelligent Cyber-Physical Systems Security for Industry 4.0: Concluding Remarks.