ALEXANDRIA, Va., March 24 -- United States Patent no. 12,585,730, issued on March 24, was assigned to OPSWAT Inc. (Tampa, Fla.).
"Managing machine learning models" was invented by Ran Dubin (Habostan, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method includes receiving files. Deployed models analyze the files to create results with corresponding data. The results identify suspicious files. The system calculates ranked results by ranking the results according to a confidence level, and clustered groups by clustering the results based on similar data. The system calculates classes by correlating the ranked results to the clustered groups. The classes indicate accurate results and inaccurate result...