CSS Color Leak

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BotRefund combines browser, network, device, and behavior evidence to identify invalid traffic.

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Detection approach

CSS ActiveText rendering anomaly detected. The browser fails to render standard OS system colors (like ActiveText) correctly, defaulting to solid red or anomalous RGB values. This is a known CSS leak in Headless Chromium environments.

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

Users with high-contrast custom accessibility themes or system color overrides (e.g., night mode).

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