Ventura Artificial Intelligence in Cybersecurity

Use AI to Protect Your Organization
1. Auflage 2026
ISBN: 978-1-3986-2465-8
Verlag: Kogan Page
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 296 Seiten, Accessible EPUB

The rapid developments in AI mean that cyberattacks are becoming increasingly more complex and difficult to stop. Stay ahead by using AI to improve existing cybersecurity approaches and tackle these threats.

Artificial Intelligence in Cybersecurity offers the latest techniques to protect digital assets in an increasingly interconnected world. As cyber threats grow in frequency and scale, every organization must take advantage of the unparalleled benefits that AI technologies can offer. AI's ability to detect, prevent and respond to threats more effectively is essential to ensuring an organization continues to thrive. Starting with the fundamentals of AI, this book covers how to use AI in intrusion detection systems, threat intelligence and predictive analytics.

With coverage of threat detection, anomaly detection, behaviour analysis and endpoint security, Senior to mid-career cybersecurity professionals will gain an understanding of how AI can empower and transform their strategies. This book shows how organizations can build an effective plan to confront the sophisticated attacks they may encounter. Covering pattern recognition, malware analysis and phishing, this book provides valuable strategies and practical guidance along with checklists and algorithms to improve defences, manage risks and protect digital assets.

Autoren/Hrsg.

Ventura, Lisa

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Risikobewertung, Risikotheorie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Technische Informatik Computersicherheit
• Wirtschaftswissenschaften Wirtschaftssektoren & Branchen Medien-, Informations und Kommunikationswirtschaft Informationstechnik, IT-Industrie
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Netzwerksicherheit
• Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Versicherungswirtschaft
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken

Inhaltsverzeichnis

Section - ONE: The Rise of AI Chapter - 01: Introduction to Artificial Intelligence in Cyber Security Chapter - 02: Fundamentals of Machine Learning and Deep Learning for Cyber Security Chapter - 03: AI Applications in Intrusion Detection Systems Chapter - 04: Behavioural Analysis and Anomaly Detection Techniques Chapter - 05: Natural Language Processing for Threat Intelligence Chapter - 06: AI-Driven Malware Detection and Classification Chapter - 07: Predictive Analytics and Risk Assessment in Cyber Security Chapter - 08: Autonomous Response Systems and Adaptive Security Chapter - 09: AI-Powered Security Operations Centres (SOCs) Chapter - 10: Ethical and Regulatory Considerations in AI Cyber Security Applications Chapter - 11: Future Trends and Emerging Technologies in AI Cyber Security Section - TWO: Leveraging AI in Cyber Security Chapter - 01: Understanding the Cyber Threat Landscape: Challenges and Risks Chapter - 02: Leveraging Artificial Intelligence for Proactive Threat Detection Chapter - 03: Implementing AI-Driven Network Security Solutions Chapter - 04: Enhancing Endpoint Security with Machine Learning Algorithms Chapter - 05: Harnessing AI for Identity and Access Management Chapter - 06: Utilizing Predictive Analytics for Vulnerability Management Chapter - 07: Building Resilient Security Infrastructures with AI Chapter - 08: Integrating AI-Powered Security Orchestration and Automation Chapter - 09: Securing Cloud Environments with AI-Based Solutions Chapter - 10: Continuous Monitoring and Response Using AI-Driven Technologies Chapter - 11: Training and Upskilling the Workforce for AI-Enabled Cyber Security Chapter - 12: Evaluating ROI and Effectiveness of AI-Based Defence Strategies

Über Autor(innen)

Ventura, Lisa
Lisa Ventura is a cybersecurity expert who is the founder of Cyber Security Unity which brings organizations and individuals together to confront cyber threats. She partners with cybersecurity leaders to help them work more effectively on the human element of cybersecurity, AI, neurodiversity and diversity and inclusion in the industry. She regularly provides cybersecurity awareness and culture training courses for organizations of all sizes. She received an MBE for her services to cybersecurity and diversity/inclusion in 2023. She is based in Worcester, UK.