Topic: machine learning detection

The Rise of Autonomous SOCs in 2026

The traditional security operations center (SOC) is overwhelmed by alert volume, making a shift to an autonomous SOC an operational imperative for 2026 to combat sophisticated, automated attacks. Attackers now use AI to automate all attack phases, including deepfakes, which bypass manual checks; ...