Detection approach
Renamed CDP initialization leak detected. undetected-chromedriver replaces 'cdc_' with a random 20-30 character lowercase string, but the injected array/object structure remains.
How this helps detect bots
Collect this signal alongside session context, request metadata, and other independent indicators. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.
Legitimate traffic to consider
Heavy security suites or custom browser extensions using hex-edited helper scripts.
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