US Patent Issued to Cisco Technology on June 30 for "Multiple instance learning models for cybersecurity using JavaScript object notation (JSON) training data" (Czech Inventors)

ALEXANDRIA, Va., July 16 -- United States Patent no. 12,670,434, issued on June 30, was assigned to Cisco Technology Inc. (San Jose, Calif.).

"Multiple instance learning models for cybersecurity using JavaScript object notation (JSON) training data" was invented by Tomas Komarek (Frydek-Mistek, Czech Republic), Stepan Dvorak (Podebrady, Czech Republic) and Jan Brabec (Prague).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques and architecture are described for converting tree structured data such as, for example, JavaScript Object Notation (JSON) data, into multiple feature vectors to train multiple instance learning (MIL) models for providing cybersecurity in networks. In particular, a data set is pro...