Inside KHAN VM: 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.
ब्लॉग
ब्राउज़र फ़िंगरप्रिंटिंग और बॉट डिटेक्शन के बारे में समाचार, अपडेट और अंतर्दृष्टि।
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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.
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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.
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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.
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Introducing Noxtica - Browser Fingerprinting Made Intelligent
Announcing Noxtica, a browser fingerprinting and bot detection platform designed for the modern web.