This book explores the intersection of artificial intelligence and cybersecurity, focusing on advanced computational methods for identifying and responding to cyber threats in information systems. It examines how machine learning, deep learning, and other AI technologies can be  deployed to detect, prevent, and mitigate various forms of cyber-attacks, ranging from malware and network intrusions to sophisticated advanced persistent threats (APTs)