Inside Sealed Runtime: Tamper-Resistant Collection
Client-side detection is easy to fake when it runs as readable code on the page. How the KHAN VM runs collection inside a sealed, sandboxed runtime to make it tamper-resistant.
IBHLOG YOKHUSELEKO LWE-AGENTIC & UBUKRELEKRELE BESIKHANGELI
Iindaba, uhlaziyo, kunye neembono malunga nokhuseleko lwe-agentic nobukrelekrele besikhangeli.
Fingerprinting Without the Privacy Backlash
Bot-detection fingerprinting and user privacy are not opposites. How Noxtica uses consent-gated collection, scrambled data, and no cross-site tracking by design.
Detecting Headless and Stealth Automation
Modern stealth automation hides any single tell. Here is how Noxtica catches it by cross-checking signals for consistency instead of trusting one fragile flag.
Calibrated Risk Beats a Binary Bot Verdict
Why a calibrated, five-tier risk score with confidence and clear reasons beats a flat bot / not-a-bot verdict — and who should really own the threshold.
Introducing Noxtica - Browser Fingerprinting Made Intelligent
Announcing Noxtica, a browser fingerprinting and bot detection platform designed for the modern web.