The subject matter herein provides a platform and mechanism to enable dynamic control over data signal collection telemetry in a bot detection-based access control system executing, for example, in associated with a multi-tenant shared network infrastructure. The approach herein leverages the ability of a native SDK running in a mobile device application to launch and use a webview that controls the data collection process. The techniques make it harder for bad actors to send spoofed telemetry from their mobile devices to an overlay network edge platform having an associated bot detection system back-end.