The book bridges the gap between cybersecurity education and new data science programs, discussing how cutting-edge artificial intelligence and machine learning techniques can work for and against cybersecurity efforts. Offers a thorough introduction to computer security, artificial intelligence, and machine learning, including basic definitions and concepts like threats, vulnerabilities, risks, attacks, protection, and tools. Covers all kind of intrusion detection techniques and details of various intrusion detection algorithms and architecture. Incorporates various case studies for major topics as well as numerous industrial examples. Highlights the issues and challenges for implementing intrusion detection and prevention techniques