BotID Deep Analysis catches a sophisticated bot network in real-time

On October 29, BotID Deep Analysis detected a 500% traffic spike that proved to be a sophisticated bot network with 40-45 profiles mimicking legitimate users. The system, powered by Kasada's ML backend, automatically adapted within 10 minutes to identify the coordinated proxy-cycling pattern and reclassified the traffic as malicious without manual intervention. This case study demonstrates real-time adaptive detection of zero-day bot networks combining real browser automation and legitimate-looking telemetry.