US Patent Issued to CrowdStrike on Nov. 11 for "Applying diffusion models in adversarial purification and adversarial sample generation in cybersecurity" (Romanian Inventors)

ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,468,809, issued on Nov. 11, was assigned to CrowdStrike Inc. (Sunnyvale, Calif.).

"Applying diffusion models in adversarial purification and adversarial sample generation in cybersecurity" was invented by Cristian Viorel Popa (Bucharest, Romania), Stefan-Bogdan Cocea (Bucharest, Romania), Alexandru Dinu (Bucharest, Romania) and Paul Sumedrea (Bucharest, Romania).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems for applying a diffusion model to adversarial purification and generating adversarial samples in malware detection are disclosed. According to an example, a malware file is inputted to a diffusion model to obtain an adversarial sa...