Understanding AI Cyber Defense: A Comprehensive Guide for Security Teams The cybersecurity landscape has evolved dramatically over the past few years. As threat actors become more sophisticated and attack vectors multiply, traditional signature-based detection methods are no longer sufficient. Security Operations Centers (SOCs) are drowning in alerts, with analysts spending countless hours triaging false positives while real threats slip through. This is where artificial intelligence fundamentally changes the game. AI Cyber Defense represents a paradigm shift in how we approach threat detection, incident response, and vulnerability management. Rather than relying solely on predefined rules and signatures, AI-powered systems learn from massive datasets to identify anomalous behavior, predict potential attack paths, and respond to threats in real-time.…