What is hardware and GPU fingerprinting in bot detection

Hardware and GPU fingerprinting involves checking that the reported graphics, fonts, and operating-system details naturally fit together for that device. Automated browsers often show mismatches because they use virtual or spoofed hardware. BotRefund includes this as part of its set of independent checks to detect bots. It cross-checks these details with audio and other signals.