What role does AI play in modern cybersecurity defense strategies?

From my experience working with security operations teams and collaborating with training providers like H2K Infosys, AI plays a critical role in modern cybersecurity by analyzing massive volumes of network, endpoint, and user behavior data to detect threats faster than manual methods. It helps identify anomalies, automate incident triage, and reduce false positives in SOC environments. AI-driven tools also support phishing detection, malware classification, and predictive risk scoring, which improves response time and resource allocation. For professionals building skills through Cyber security training courses, understanding how machine learning models integrate with SIEM, SOAR, and cloud security platforms is essential for real-world, enterprise-level defense strategies.