US Patent Issued to Hewlett Packard Enterprise Development on Oct. 14 for "Detecting and defending against adversarial attacks in decentralized machine learning systems" (Indian Inventors)

ALEXANDRIA, Va., Oct. 21 -- United States Patent no. 12,445,290, issued on Oct. 14, was assigned to Hewlett Packard Enterprise Development LP (Spring, Texas).

"Detecting and defending against adversarial attacks in decentralized machine learning systems" was invented by Sathyanarayanan Manamohan (Bangalore, India) and Cynara Justine (Bangalore, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and a method for detecting and defending against adversarial attacks in decentralized learning models are described. The method comprises obtaining a learning parameter for determining a reference cryptographic hash value and a similarity between the data processing nodes (102). A cryptographic hash value i...