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Explore a cutting-edge approach to USB security testing in this conference talk from Nullcon Goa 2023. Delve into the development of a modern USB fuzz tool that partially automates the detection of fuzz results using genetic algorithms and device automation feedback. Learn how this innovative method improves fuzz accuracy and reduces testing time. Discover the practical applications of this technique, including the successful simulation of a Windows USB camera compliant with Microsoft's UVC protocol, enabling Windows Hello unlocking with a regular infrared image. Examine the broader implications of USB fuzzing, such as causing denial of service on Windows and Ubuntu systems. Gain valuable insights into USB vulnerabilities, cybersecurity challenges, and advanced hacking techniques in this informative presentation by Subba Bachina and Conna.