How AI Is Redefining Threat Detection In The Cloud Era

The report outlines how AWS applies AI-driven security at massive scale, processing 1.2B API calls per second and analyzing 360T telemetry traces daily to block trillions of scans, cut triage from hours to minutes, and correlate events into thousands of high-confidence attack sequences. It highlights unified threat management via Security Hub and details a live campaign where attackers used valid credentials to re-encrypt S3 objects with client-provided keys, which AWS detected through anomalous behavior analysis and disrupted with active defenses, with these capabilities extending to EKS. The piece argues this speed and automation shift advantage toward defenders as organizations prioritize generative AI in security operations.