4. Biometric & Behavioral Interactions
Synthetic Audio Clock
Detection approach
Virtual / synthetic audio clock detected. Real hardware audio contexts have sub-sample timing jitter. A perfectly uniform clock (10/10 samples with zero variance) indicates an emulated or virtualized audio pipeline.
How this helps detect bots
This signal is assessed with other independent session, browser, and network evidence. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.
Legitimate traffic to consider
Employees browsing on Citrix, VMware, or virtual audio routing cables.