Microsoft’s new “scareware blocker” in its Edge browser uses machine learning and computer vision to detect fake antivirus scams. This tool blocks full-screen pop-ups, stops alarming audio, and prevents users from falling for deceptive tactics. Running locally on devices for privacy, it allows users to report false positives or scams to improve accuracy. Early adopters can test it via Edge’s privacy settings.