Preface xvii Part I: Intelligent Cloud-IoT Security 1 1 Intrusion Detection in Cloud-IoT Systems: Challenges and Opportunities 3 Anindita Raychaudhuri and Inadyuti Dutt 2 Applications of Artificial Intelligence for Early Detection of Cyber Threats in Cloud Networks for IoT Devices: A Sentinel Analysis 31 Kaushiki Chatterjee and Soumen Santra 3 Securing the Interconnected: AI-Driven Strategies for Dynamic Cloud-IoT Ecosystem 49 Ayan Banerjee and Anirban Kundu 4 Navigating the Fog AI-Driven Resilience and Privacy Preservation in Cloud IoT Environments 99 Bhupendra Panchal, Sarah Joby David, Ritika Singh, Manini Chhabra, Ajay Sharma and Tarannum Khan 5 Learning Safeguards: Leveraging Machine Learning for Anomaly Detection in Cloud - IoT Networks 119 Swastika Kayal and Soumen Santra 6 Smart Shields: Machine Learning Approaches for Adaptive Defense in Cloud-IoT Security 143 Bhupendra Panchal, Aafiya Choudhary, Ashish Anand, Ajay Sharma and Tarannum Khan 7 Real Time Threats Prediction and Security Issues in Cloud and Internet of Things System: The AI and ML Context 161 Nilanjan Das 8 Deep Learning Driven Heteromorphic Block Cipher (DL-HBC) Framework for Asynchronous Data Transmission in Heterogeneous Cloud Based Network 189 Nivedita Ray, Shreya Kumari, Ankita Bera, Shruti Singh and Anirban Kundu Part II: Intelligent Intrusion Detection for Cloud-IoT System 225 9 Deep Learning Insights into Defending Against Adversarial Attacks in IoT Systems 227 J. Ramkumar and S. Vetrivel 10 Federated Learning for Intrusion Detection in Edge Computing for Cloud IoT Systems 251 Krupali Gosai, Hansa Vaghela, Yogeshwar Prajapati and Om Prakash Suthar 11 Behavioral Profiling for Dynamic Anomaly Detection in Cloud-IoT Networks 283 Triveni Lal Pal and Manoj Kumar Pandey 12 Immunity against Intrusion: Introducing an Agent-Based Blockchain Mechanism in Cloud IoT Environment 301 Amitabha Mandal and Pramit Ghosh 13 Designing a Hybrid Intrusion Detection System for Wireless Acoustic Sensor Networks: Enhancing Security During Audio Transmission 331 Utpal Ghosh and Uttam Kr. Mondal References 350 Index 353.