Farzan Afringan is a passionate Senior Network & Security Engineer with a deep love for AI infrastructure, hosting technologies, and automation. Always learning, always building.
Security Operations Centers (SOCs) face an overwhelming volume of data — from firewall logs to system alerts — making it difficult for analysts to detect real threats among noise. AI is revolutionizing SOC operations by introducing intelligent automation to threat detection, classification, and response.
AI models (especially anomaly detection and supervised learning) help identify unusual behavior across endpoints, users, or traffic patterns. They can correlate seemingly unrelated logs, flag stealthy intrusions, and reduce false positives significantly.