The Invisible Tracker: A Review of Browser Fingerprinting Mechanics, Applications, and Open Privacy Challenges

Authors

  • Nesrin Muftah Elrgibe Computer Department, Faculty of Education, Tripoli University, Tripoli, Libya Author
  • Nesrin Ali Elharbi Computer Department, Faculty of Education, Tripoli University, Tripoli, Libya Author
  • Fawzia Elhashmi Mohamad Computer Department, Faculty of Education, Tripoli University, Tripoli, Libya Author

Keywords:

Browser Fingerprinting, Web Tracking, Information Privacy, Stateless Tracking, Shannon Entropy, Cybersecurity

Abstract

This paper provides a comprehensive review of browser fingerprinting, an increasingly prevalent stateless tracking technique utilized in the wake of stricter privacy regulations and the deprecation of third-party cookies. The study dissects the technical mechanics of fingerprinting, exploring how information theory and Shannon entropy are applied to quantify browser uniqueness through both passive and active data extraction methods, including Canvas, WebGL, and hardware API exploitation. Furthermore, the paper examines the dual-use nature of the technology, highlighting its legitimate applications in cybersecurity for fraud prevention alongside its controversial use in pervasive cross-site behavioral profiling. The societal implications, such as the erosion of informed consent, the privacy paradox, and the risks of algorithmic discrimination based on socioeconomic inferences drawn from hardware telemetry, are critically analyzed. Finally, the article identifies key open privacy challenges, emphasizing the inherent invisibility of fingerprinting and the friction it introduces within modern consent-based regulatory frameworks.

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Published

2026-07-09

Issue

Section

Applied Sciences Theme

How to Cite

Nesrin Muftah Elrgibe, Nesrin Ali Elharbi, & Fawzia Elhashmi Mohamad. (2026). The Invisible Tracker: A Review of Browser Fingerprinting Mechanics, Applications, and Open Privacy Challenges . Afro-Asian Journal of Scientific Research (AAJSR), 4(3), 1-11. https://aajsr.com/index.php/aajsr/article/view/955