Artificial Intelligence Solutions for Cyber-Physical Systems (eBook, ePUB)

Redaktion: Dutta, Pushan Kumar; Selvan, Chithirai Pon; Sundaravadivazhagan, B.; Raj, Pethuru

• Format: ePub

Produktbeschreibung

Smart manufacturing environments are revolutionizing the industrial sector by integrating advanced technologies, such as the Internet of Things (IoT), artificial intelligence (AI), and robotics, to achieve higher levels of efficiency, productivity, and safety. However, the increasing complexity and interconnectedness of these systems also introduce new security challenges that must be addressed to ensure the safety of human workers and the integrity of manufacturing processes. Key topics include risk assessment methodologies, secure communication protocols, and the development of standard specifications to guide the design and implementation of HCPS. Recent research highlights the importance of adopting a multi-layered approach to security, encompassing physical, network, and application layers. Furthermore, the integration of AI and machine learning techniques enables real-time monitoring and analysis of system vulnerabilities, as well as the development of adaptive security measures.

Artificial Intelligence Solutions for Cyber-Physical Systems discusses such best practices and frameworks as NIST Cybersecurity Framework, ISO/IEC 27001, and IEC 62443 of advanced technologies. It presents strategies and methods to mitigate risks and enhance security, including cybersecurity frameworks, secure communication protocols, and access control measures. The book also focuses on the design, implementation, and management of secure HCPS in smart manufacturing environments. It covers a wide range of topics, including risk assessment, security architecture, data privacy, and standard specifications, for HCPS. The book highlights the importance of securing communication protocols, the role of artificial intelligence and machine learning in threat detection and mitigation, and the need for robust cybersecurity frameworks in the context of smart manufacturing.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Erscheinungstermin: 16. September 2024
• Englisch
• ISBN-13: 9781040125182
• Artikelnr.: 72290780

Autorenporträt

Pushan Kumar Dutta is Assistant Professor Grade III in the Electronics and Communication Engineering Department of ASETK in Amity University, Kolkata, India. Pethuru Raj is Chief Architect at Reliance Jio Platforms Ltd. (JPL) Bangalore, India. B. Sundaravadivazhagan is an experienced researcher and educator in the field of information and communication engineering. Chithirai Pon Selvan has extensive experience in teaching engineering students and has worked in academia for over 23 years.

Inhaltsangabe

1. Enhancing the Power of Cyber Physical Systems Enabled with AI: An
Introduction, Facts and Myths along with Modular Approach 2. AI for Secure
and Resilient Cyber-Physical Systems 3. Power of Emotions in AI:
Strengthening the Bond of Human-Machine with Heart 4. Advancing
Manufacturing Excellence: ML and AI-driven Threat Detection Strategies 5.
Enhancing Resilience in the Integration of Cybersecurity for Smart
Manufacturing 6. Leveraging Artificial Intelligence and Machine Learning
for Advanced Threat Detection in Smart Manufacturing 7. Integrating
Cybersecurity Threats in Smart Manufacturing: Best Practices and Frameworks
8. Proactive Risk Management in Smart Manufacturing: A Comprehensive
Approach to Risk Assessment and Mitigation 9. Entrepreneurial Strategies
for Mitigating Risks in Smart Manufacturing Environments 10. Fortifying
Smart Manufacturing against Cyber Threats: A Comprehensive Guide to
Cybersecurity Integration, Best Practices, and Frameworks 11. Tagging
Blockchain Technology Fostering Panacea for Data Privacy, Cloud Computing
and Integrity: Legal Framework in India and across the Globe 12. Enhancing
Human-Centered Security in Industry 4.0: Navigating Challenges and Seizing
Opportunities 13. Using AI for Student Success: Early Warning, Performance
Analytics, and Automated Grading in Education Cyber-Physical Systems 14.
Securing Industrial Internet of Things (IIoT): A Review of Technologies,
Strategies, Challenges and Future Trends 15. Strategic Management of
Intelligent Robotics and Drones in Contemporary Industrial Operations: An
Assessment of Roles and Integration Strategies 16. Digital Twins as a New
Paradigm for Bridging the Gap from Personalized Medicine to Specific Rural
Public Health: Exploring Foundations, Legal Angels and Technologies for
Health 5.0- Future Research Directions 17. Privacy-Preserving Strategies
for Enhanced Big-Data Analytics in Evolving Healthcare Environments: A 5G
and Beyond Perspective 18. Securing the Digital Realm: Unleashing Hybrid
Optimization for Deep Neural Network Intrusion Detection 19. AI for
Industrial IoT: A Review on Emerging Trends and Advanced Research 20. The
Role of Human-Centric Solutions in Tackling Challenges and Unlocking
Opportunities in Industry 4.0 21. Strategies for Managing Risk and
Mitigation in the Era of Smart Manufacturing 22. Cultivating a
Security-Conscious Smart Manufacturing Workforce: A Comprehensive Approach
to Workforce Training and Awareness. 23. Data Analytics for Pandemic: A
Covid-19 Case Study in Kolkata 24. Deep Learning Techniques for DDoS
Assault 25. Study on Blockchain Based Framework for Central Bank Digital
Currency Design: Opportunities, Risk & Challenges 26. NLP-based Chatbot for
Handling Mental Health-Related Issues