Autonomous Cyber Defense: Building the AI-Driven SOC (Volume-I): Why Human-Led Security Fails and How Intelligent Systems Take Over: 1 - Brossura
Libro 1 di 3: Autonomous Cyber Defense
Sinossi
Autonomous Cyber Defense — Volume I
Why Human-Led Security Fails and How Intelligent Systems Take Over
Cybersecurity 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, traditional 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 topology
- Reinforcement learning and adaptive policies
- Information theory and entropy reduction
- Game-theoretic adversarial dynamics
Through 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 scale
- How to model cyber operations as Markov Decision Processes
- The role of reinforcement learning in autonomous response
- How multi-agent systems redefine defense strategies
- The foundations of sim-to-real cyber environments
This is not a guide to improving existing systems.
It is a blueprint for replacing them.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Risultati della ricerca per Autonomous Cyber Defense: Building the AI-Driven SOC...
Foto dell'editore
Autonomous Cyber Defense: Building the AI-Driven SOC (Volume-I): Why Human-Led Security Fails and How Intelligent Systems Take Over
Print on DemandDa: California Books, Miami, FL, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New. Print on Demand. Codice articolo I-9798259339866
Compra nuovo
EUR 46,93
Spedizione gratuita
Spedito in U.S.A.
Spedito in U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Autonomous Cyber Defense
Da: PBShop.store UK, Fairford, GLOS, Regno Unito
Valutazione del venditore 5 su 5 stelle
PAP. Condizione: New. New Book. Shipped from UK. Established seller since 2000. Codice articolo L2-9798259339866
Compra nuovo
EUR 46,06
Spedizione EUR 6,88
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: Più di 20 disponibili
Foto dell'editore
Autonomous Cyber Defense (Paperback)
Print on DemandDa: CitiRetail, Stevenage, Regno Unito
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: 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, traditional 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. Codice articolo 9798259339866
Compra nuovo
EUR 50,69
Spedizione EUR 43,37
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: 1 disponibili