US Patent Issued to Dell Products on July 14 for "System and method for preventing introduction of poisoned training data to artificial intelligence models" (Israeli, American Inventors)

ALEXANDRIA, Va., July 14 -- United States Patent no. 12,682,234, issued on July 14, was assigned to Dell Products LP (Round Rock, Texas).

"System and method for preventing introduction of poisoned training data to 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 managing artificial intelligence (AI) models are disclosed. To manage AI models, an instance of an AI model may not be re-trained using training data determined to be too similar to previously used training data. By doing so, malicious attacks intending to shift the AI model in a parti...