A detector doesn't read one signal. It sweeps every layer and cross-checks them. Network and Browser are authentic for free because Pydoll drives real Chrome. You control only Behavior and IP. One contradiction anywhere trips the alarm, even with three layers perfect.
Detector · cross-layer sweepconsistency = AND
Network
TCP · TLS · HTTP/2
JA4 t13d1516h2_… matches real Chrome
·
authentic · free
Browser
canvas · WebGL · navigator
canvas 3f9a… webdriver: false
·
authentic · free
Behavior
mouse · keyboard · timing
·
lever · humanize
IP reputation
egress address
·
lever · proxy
· ·scanningcross-checking every layer for consistency…
Behavior
IP
Network + Browser stay authentic (real Chrome, not a lever)
Consistency is an AND. Every layer must agree. Three authentic layers and one tell still fail, that is the whole game.