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Developer launches GlassBox tool to demonstrate browser fingerprinting techniques

The client-side web utility analyzes system signals to show users how anti-fraud and tracking scripts can uniquely identify devices.

The short version

  • A developer released GlassBox, a client-side tool designed to show users how tracking and anti-fraud scripts collect browser signals.
  • The application categorizes data into hardware, engine, browser build, and session levels to evaluate how easily a user can be linked across browsers.
  • All probes execute locally in the browser, though the tool automatically queries third-party geolocation APIs on startup unless disabled.

Key facts

  • GlassBox is a client-side benchmark tool that measures browser signals and displays them to the user.[Hacker News]
  • The tool scores measurements across four tiers: hardware and environment, engine and hardware, browser build, and session data.[Hacker News]
  • Fingerprinting probes run locally in the client's browser without sending analytics or beacons.[Hacker News]
  • Upon loading, GlassBox queries public APIs (ipwho.is and ipapi.is) for IP intelligence unless the user manually turns off the geolocation option.[Hacker News]

Sources