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Artificial Intelligence in Cybersecurity
Use AI to Protect Your Organization
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About the book
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.
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Table of contents
- 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
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