Abstract
This chapter provides an analysis of emerging GenAI tools and techniques that are transforming cybersecurity and ethical AI capabilities. It explores tools with innovative solutions across application security, data privacy, threat detection, governance, observability, and bias detection. The chapter analyzes how natural language processing, neural networks, reinforcement learning, and other GenAI technologies are being applied in purpose-built platforms to boost security, optimize workflows, and uphold transparency. Focus areas include leveraging GenAI tools to strengthen resilience, improve security posture, and promote responsible AI development.