CyberAI: A Comprehensive Summary of AI Variants, Explainable and Responsible AI for Cybersecurity

The integration of cybersecurity and artificial intelligence (AI), referred to as “CyberAI,” represents a dynamic and transformative landscape. This chapter outlines the diverse landscape of AI variants, as well as their diverse real-world applications in bolstering cybersecurity. The discourse explores the importance of explainable AI and emphasizes the need for transparent models to increase interpretability and user trust in cybersecurity applications. Moreover, the chapter underlines the significance of responsible AI practices, such as fairness, inclusivity, and accountability, in shaping ethical and sustainable uses of AI in cybersecurity. Through a comprehensive exploration of AI variants in diverse real-world application areas and a focus on the principles of explainability and responsibility, this chapter provides insights that are crucial for navigating the intricate intersection of AI and cybersecurity. Lessons learned from the comprehensive summary contribute to a nuanced understanding for practitioners, researchers, and policymakers, which will enable them to make informed decisions and advance secure digital ecosystems.