Machine Learning Threat Detection Explained

A practical, executive-friendly guide that explores how artificial intelligence and behavioural analytics are transforming modern cybersecurity. Designed for business leaders, IT professionals, and growing organisations, this eBook breaks down complex AI-driven security concepts into clear, accessible language while explaining how machine learning helps detect ransomware, phishing, insider threats, credential abuse, and emerging cyberattacks in real time.

Readers will discover how behavioural threat detection works, where AI delivers genuine value, the limitations businesses must understand, and how attackers are now using AI themselves. The guide also covers Security Operations Centres (SOCs), AI-powered monitoring, vendor evaluation, operational resilience, and the critical role human decision-making still plays in cybersecurity.

Rather than focusing on hype, this eBook provides realistic, business-focused insights into building stronger cyber resilience through intelligent technology, operational discipline, and human-centred security strategies.