With the rapid evolution of artificial intelligence (AI), a new era for cyber and information security has begun where explainable and generative AI systems are transforming how organizations can respond to digital threats. Traditional security models are giving way to intelligent frameworks capable of autonomously identifying vulnerabilities and providing transparent insights into decision-making processes. Explainable AI enhances trust and accountability by clarifying how security models reach conclusions, while generative AI empowers defenders to simulate attacks and develop innovative countermeasures. Together, these technologies are redefining the cybersecurity landscape bridging human expertise and machine intelligence to build resilient for the digital age. The Rise of Explainable and Generative AI-Driven Cyber and Information Security explores how reliable cyber security has become essential for businesses and government interests. This book further examines the technological advancements in cyber and information security. Covering topics such as AI, information security, and cyber security, this book is an excellent resource for AI experts, researchers, industry practitioners and graduate students.