ALEXANDRIA, Va., Feb. 19 -- United States Patent no. 12,229,254, issued on Feb. 18, was assigned to Intel Corp. (Santa Clara, Calif.).
"Machine learning fraud resiliency using perceptual descriptors" was invented by Raizy Kellermann (Jerusalem), Omer Ben-Shalom (Rishon le-Tzion, Israel) and Alex Nayshtut (Gan Yavne, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "Machine learning fraud resiliency using perceptual descriptors is described. An example of a computer-readable storage medium includes instructions for accessing multiple examples in a training dataset for a classifier system; calculating one or more perceptual hashes for each of the examples; generating clusters of perceptual hashes for the m...