Artificial Intelligence for Intrusion Detection Systems

Mayank Swarnkar, Shyam Singh Rajput, Mayank Swarnkar, Shyam Singh Rajput

• Éditeur: Chapman and Hall/CRC
• Année: 2023
• ISBN:
  9781000967586
• Édition: 1
• Sujet: Informatique
• Sous-sujet: Sciences générales de l'informatique

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 be used as a textbook for a graduate-level course on information security.