Patent ID: 11916948
Assignee: SENSEON TECH LTD
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC H

Claim 18:
19. The method of claim 17, wherein the unsupervised classification process comprises:
applying an initial SVD to the first data matrix, to determine initial coordinate vectors for respective rows of the first data matrix, and
applying an unsupervised clustering algorithm to the initial coordinate vectors to determine a plurality of clusters of the initial coordinate vectors;
wherein the cybersecurity dataset is restructured as a plurality of second data matrixes, by partitioning the cybersecurity dataset into multiple partitions based on the unsupervised classification process, each second data matrix corresponding to a different single partition of the multiple partitions, wherein anomaly detection is applied to each second data matrix based on a residuals matrix specific thereto.