Patent ID: 11924238
Assignee: DARKTRACE HOLDINGS LIMITED
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 15:
16. The method of claim 9, further comprising:
using the first AI model of the normal pattern of life of the first independent system to cooperate with an analyzer module and the first lightweight probe to identify time periods associated with the data and meta data from one or more protocols and data types utilized in i) the data link layer, ii) the physical layer, and iii) any combination of these; as well as, iv) the application layer, v) the transport layer, vi) the network layer, and vii) any combination of these three layers when a protocol is used in that layer in the independent system, which is communicated to the centralized cyber defense appliance, where the first AI model configured to model the normal pattern of life in the first independent system has one or more machine learning algorithms to guide unsupervised learning on how to deal with missing gaps of data because of i) long periods of non-connectivity to the first independent system, ii) loss of data due to limited storage space for use by the first lightweight probe on the first independent system, and iii) any combination of both.