Autonomous Cyber Defense: Building the AI-Driven SOC (Volume-III): Real-World Systems, Alignment & Future Warfare

By Sanzaya Patel

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-makingHandling concept drift in evolving threat landscapesHoney-agents and behavioral deception systemsSynthetic data generation for adversarial trainingSIEM-to-SOAR architecture transformationReal-world case studies including supply chain attacksGovernance, 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.

• Format: Paperback
• Language: English
• ISBN: B0GYZJPDLV
• ISBN13: 9798259346185
• Release Date: April 2026
• Publisher: Independently Published
• Length: 464 Pages
• Weight: 2.35 lbs.
• Dimensions: 0.9" x 8.5" x 11.0"