US Patent Issued to International Business Machines on March 3 for "Membership inference attacks using multiple specialized machine learning models" (Israeli Inventors)

ALEXANDRIA, Va., March 3 -- United States Patent no. 12,566,865, issued on March 3, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Membership inference attacks using multiple specialized machine learning models" was invented by Natalia Razinkov (Haifa, Israel), Shlomit Shachor Ifergan (Yokneam Eilit, Israel), Abigail Goldsteen (Haifa, Israel) and Guy Amit (Tel Aviv, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method including: receiving a training dataset and a testing dataset each comprising samples that were used to train and to test, respectively, a certain machine learning model; dividing the training dataset into non-overlapping training subsets, and the testing datas...