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

Claim 0:
1. A method for security risk analysis, the 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.