US Patent Issued to Fortinet on Aug. 11 for "Website categorization through semantic embeddings of text context" (Canadian Inventors)

ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,705,288, issued on Aug. 11, was assigned to Fortinet Inc. (Sunnyvale, Calif.).

"Website categorization through semantic embeddings of text context" was invented by Powell Patrick Cheng Tan (New Westminster, Canada), Kai Xu (Coquitlam, Canada) and Ye Ma (Coquitlam, Canada).

According to the abstract* released by the U.S. Patent & Trademark Office: "An unknown web page is received for categorization, for example, from a web filtering service in a web browser or a firewall. Semantic embeddings are generated by enriching the unknown web page with semantic meaning in order to determine an unknown web page vector. Proximity of the unknown web page semantic embeddings to the known web categ...