US Patent Issued to Dell Products on Aug. 4 for "Defense against adversarial example input to machine learning models" (Chinese, American Inventors)

ALEXANDRIA, Va., Aug. 5 -- United States Patent no. 12,699,879, issued on Aug. 4, was assigned to Dell Products LP (Round Rock, Texas).

"Defense against adversarial example input to machine learning models" was invented by Zijia Wang (WeiFang, China), Jiacheng Ni (Shanghai), Jinpeng Liu (Shanghai), Zhen Jia (Shanghai) and Kenneth Durazzo (Morgan Hill, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "An apparatus comprises a processing device configured to train first and second machine learning models utilizing a first training dataset comprising inputs each associated with a class label of one of a set of classes and a second training dataset comprising distilled representations of the two or more clas...