US Patent Issued to Netskope on Feb. 24 for "Machine learning-based URL categorization system with noise elimination" (California Inventors)

ALEXANDRIA, Va., Feb. 24 -- United States Patent no. 12,561,620, issued on Feb. 24, was assigned to Netskope Inc. (Santa Clara, Calif.).

"Machine learning-based URL categorization system with noise elimination" was invented by Yi Zhang (Santa Clara, Calif.), Rongrong Tao (Fremont, Calif.), Xinjun Zhang (San Jose, Calif.), Dong Guo (San Jose, Calif.), Hongbo Yang (Palo Alto, Calif.) and Jun Ou (Cupertino, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The technology discloses training a classifier to label webpages with categories, extracting from a training database with thousands of webpages tentatively labeled with ground truth categories, dataset A and dataset B; training a classifier using A; and ...