Patent ID: 11968224
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 7:
8. A computer system for security risk analysis, comprising:
one or more processors, one or more computer-readable memories, one or more computer-readable tangible storage media, and program instructions stored on at least one of the one or more computer-readable tangible storage media for execution by at least one of the one or more processors via at least one of the one or more computer-readable memories, wherein the computer system is capable of performing a method comprising:
collecting operational data from different sources;
building pipelines based on the collected operational data;
localizing security issues by applying an unsupervised model to the operational data and extracting representative information from the operational data;
identifying shift-left data based on the localized security issues;
constructing a semantic graph using the shift-left data;
constructing a mapping between the operational data and the shift-left data;
clustering collected datasets; and
based on determined patterns of security issues, creating an active learning cycle using ground truth, wherein the active learning cycle automatically maps the operational data and the shift-left data to identify a source of a security issue.