How AI Has Turned Cybersecurity From Defense to Offense

Photo by Dan Nelson on pexels Years have passed since cybersecurity started using automated tools. Too many signals flood in-endless logs, sudden warnings, odd flickers across screens- than any person can track. Systems built to spot repeating shapes in data, link related events, or warn when there is an error-they all try to match our speed. But do you know what keeps pace with chaos? Mostly, machines watching machines. Attackers now use the same tools but disregard meetings, checklists, and permissions.