Artificial Intelligence for Intrusion Detection Systems

By: Mayank Swarnkar and Shyam Singh Rajput

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Synopsis: This book is associated with the cybersecurity issues and provides a wide view of the novel cyber attacks and the defense mechanisms, especially AI-based Intrusion Detection Systems (IDS).Features: • A systematic overview of the state-of-the-art IDS• Proper explanation of novel cyber attacks which are much different from classical cyber attacks• Proper and in-depth discussion of AI in the field of cybersecurity• Introduction to design and architecture of novel AI-based IDS with a trans- parent view of real-time implementations• Covers a wide variety of AI-based cyber defense mechanisms, especially in the field of network-based attacks, IoT-based attacks, multimedia attacks, and blockchain attacks. This book serves as a reference book for scientific investigators who need to analyze IDS, as well as researchers developing methodologies in this field. It may also beused as a textbook for a graduate-level course on information security.