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Research

In-depth reading notes on recent security research — CAPTCHA, browser & device fingerprinting, bot detection, behavioural biometrics, and ad-fraud. We dig into the methodology, threat model, and what each result actually means for production defenses.

Latest notes


Notes summarise publicly available security research preprints. Figures are reproduced for academic discussion; copyright remains with the original authors. If you are an author and want a note revised or removed, email [email protected].

Articles are CC BY 4.0 — feel free to quote with attribution