When it comes to bot and fraud detection, identifying the exact browser being used can be important, especially for privacy-focused browsers like Brave. Tools like Brave implement anti-fingerprinting features (e.g. canvas randomization), which can skew detection results or even cause false positives if misinterpreted. As we discussed here, users ... Read More

Time zone is a valuable signal in both bot and fraud detection. It's commonly used in browser fingerprinting and can be correlated with other data, like IP geolocation or language preferences, to flag inconsistencies.For example, a user claiming to be in Paris but presenting a system time ... Read More