AI-Driven Cybersecurity Automation

“This course contains the use of artificial intelligence”Cybersecurity has entered a new era. Static rules, manual triage, and reactive defenses are no longer enough to protect modern cloud-native, distributed, and AI-powered systems. Attackers now operate at machine speed — and defenders must do the same, without sacrificing safety, trust, or control.AI-Driven Cybersecurity Automation is a comprehensive, enterprise-grade course designed to teach you how to design, deploy, secure, and govern autonomous cyber defense systems. This course goes far beyond basic AI or security concepts. It shows you how real organizations automate detection and response, how those systems fail in practice, and how to build resilient, explainable, and trustworthy AI defenses.You will learn how AI models detect threats, how automated containment and response systems operate, and how cloud, network, endpoint, and identity automation work together in modern security architectures. Just as importantly, you’ll explore the hidden risks of automation — including feedback loops, cascade failures, over-automation outages, and adversarial abuse of AI systems.Unlike surface-level courses, this program treats AI as a first-class security asset that must itself be defended. You’ll dive deep into attacks against AI security systems, including data poisoning, model evasion, training data compromise, and automation manipulation. You’ll then learn how to counter these threats using human-in-the-loop design, kill switches, rollback systems, decision monitoring, and explainability frameworks.This course is structured like a real enterprise security program, not a theoretical lecture series. Every section builds toward one critical goal:Automate cyber defense safely, at scale, and with accountability.