US Patent Issued to Dell Products on Nov. 25 for "System and method for proactively identifying poisoned training data used to train artificial intelligence models" (Israeli, American Inventors)

ALEXANDRIA, Va., Nov. 25 -- United States Patent no. 12,481,793, issued on Nov. 25, was assigned to Dell Products LP (Round Rock, Texas).

"System and method for proactively identifying poisoned training data used to train artificial intelligence models" was invented by Ofir Ezrielev (Be'er Sheva, Israel), Amihai Savir (Newton, Mass.) and Tomer Kushnir (Omer, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems for identifying poisoned training data used for training artificial intelligence (AI) models are disclosed. To identify poisoned training data in a proposed training dataset, a causal model may be obtained. The causal model may include relationships relating data elements. The prop...