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FingerprintJS is a source-available, client-side, browser fingerprinting library that queries browser attributes and computes a hashed visitor identifier from them. Unlike cookies and local storage, a fingerprint stays the same in incognito/private mode and even when browser data is purged. Since FingerprintJS processes and generates the fingerprints from within the browser itself, the accuracy is limited (40% - 60%). For example, when 2 different users send requests using identical (i.e....

PhantomCollect is an advanced educational web data collection framework built for ethical cybersecurity research and privacy analysis. It runs a local web server that collects general technical data from visitors — such as IP, geolocation (with consent), device specs, browser info, network status, and battery level — and displays results in real time through the terminal interface. Designed for security researchers and developers, it demonstrates how modern tracking scripts and digital...