9798259339866 - autonomous cyber defense: building the ai-driven soc (volume-i): why human-led security fails and how intelligent systems take over: 1 de patel, sanzaya (3 resultados)
Idioma: Inglés
Editorial: Independently Published, 2026
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Librería: PBShop.store UK, Fairford, GLOS, Reino UnidoPBShop.store UK
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PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000.
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Editorial: Independently published, 2026
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Librería: California Books, Miami, FL, Estados Unidos de AmericaCalifornia Books
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Paperback. Condición: new. Paperback. Autonomous Cyber Defense - Volume IWhy Human-Led Security Fails and How Intelligent Systems Take OverCybersecurity is no longer a human-speed problem.Modern attacks execute in milliseconds-moving from initial access to full compromise faster than a human can react. In this environment, tradi…tional Security Operations Centers (SOCs) are not just inefficient-they are mathematically obsolete.This book introduces a new model of defense.Instead of dashboards, alerts, and manual triage, security becomes a system governed by: Graph theory and network topologyReinforcement learning and adaptive policiesInformation theory and entropy reductionGame-theoretic adversarial dynamicsThrough a rigorous yet practical lens, this volume reframes cyber defense as a control system operating at machine speed.Inside, you'll learn: Why alert-driven SOCs collapse under scaleHow to model cyber operations as Markov Decision ProcessesThe role of reinforcement learning in autonomous responseHow multi-agent systems redefine defense strategiesThe foundations of sim-to-real cyber environmentsThis is not a guide to improving existing systems.It is a blueprint for replacing them. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
