Patent ID: 11941710
Assignee: CISCO TECHNOLOGY, INC.
Field: Electrical machinery, apparatus, energy (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 18:
19. A tangible, non-transitory, computer-readable medium storing program instructions that cause a device to execute a process comprising:
obtaining, by the device, one or more System Configuration Description Language files regarding a power utility automation network;
obtaining, by the device, training data and traffic data regarding traffic in the power utility automation network, wherein the training data comprises information that is extracted using deep packet inspection from network packets routed through the power utility automation network, further wherein the traffic data comprises synthetic traffic data generated by simulation of the power utility automation network;
training, by the device and using the one or more System Configuration Description Language files, the training data and the traffic data, a machine learning-based behavioral model for the power utility automation network that models traffic in the power utility automation network; and
initiating, by the device, use of the behavioral model in the power utility automation network to identify anomalous traffic behavior in the power utility automation network.