Overview

Autonomous Cyber Defense - Volume III Building, Deploying, and Governing AI-Driven Security Systems Designing intelligent defense is one challenge. Deploying it in the real world is another. This volume bridges theory and execution-translating autonomous cyber defense into operational systems that can function in production environments. Key areas include: Explainable AI for security decision-making Handling concept drift in evolving threat landscapes Honey-agents and behavioral deception systems Synthetic data generation for adversarial training SIEM-to-SOAR architecture transformation Real-world case studies including supply chain attacks Governance, ethics, and ""hack-back"" constraints At its core, this book addresses a critical question: How do you build systems that can act autonomously-without losing control? This is where cybersecurity becomes not just an engineering problem, but a systems governance challenge.

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