ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,217, issued on Dec. 16, was assigned to CrowdStrike Inc. (Sunnyvale, Calif.).
"Anomalous command line entry detection" was invented by Stefan-Bogdan Cocea (Bucharest, Romania), Mihaela Petruta Garan (Bucharest, Romania), Cristian Viorel Popa (Bucharest, Romania) and Marian Radu (Bucharest, Romania).
According to the abstract* released by the U.S. Patent & Trademark Office: "A command line anomaly detection system can generate anomaly scores associated with command line entries, such that command line entries associated with the highest anomaly scores can be identified. The command line anomaly detection system can include a transformer model trained, via unsupervised machine lear...