ALEXANDRIA, Va., July 14 -- United States Patent no. 12,684,011, issued on July 14, was assigned to Dell Products LP (Round Rock, Texas).
"Protecting backup systems against security threats using artificial intellegence" was invented by Avinash Kumar (Patna, India), Mahesh Reddy Av (Bangalore, India) and Terry O'Callaghan (Hopkinton, Mass.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A data protection system uses machine learning to detect the cyber-attacks on a data protection system in advance to notify the user of possible attacks and also instigate any counter attacks to the best possible extent. The system trains a support vector machine model (SVM) to recognize a malware, or other type of attack befo...