ALEXANDRIA, Va., May 26 -- United States Patent no. 12,640,994, issued on May 26, was assigned to Solana Networks Inc. (Nepean, Canada).
"Machine learning classification of encrypted network traffic" was invented by Biswajit Nandy (Ottawa), Nabil Seddigh (Ottawa), Donald William Arthur Bennett (Carleton Place, Canada), Jingyi Shen (Ottawa) and Manjender Nir (Ottawa).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system for labelling and classification of encrypted network traffic is disclosed. The system employs a Labeler, having a semi-supervised machine learning module for semi-automated labeling of encrypted network traffic, with an initial involvement of a human-in-the-loop intelligence for rapid traini...