Patent ID: 11943245
Assignee: ALLOT LTD.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 8:
9. The system of claim 1, comprising:
a Datasets Generator Unit, to group together monitored network traffic into datasets,
wherein each dataset corresponds to a particular time-slot and to a particular Internet-connected device;
wherein the Predictor Unit is configured to detect anomalous traffic based on ML analysis that takes into account at least the following extracted features:
(I) a number of requests made within said particular time-slot to access Internet destinations;
(II) the P most-visited categories of websites that were accessed during said particular time-slot, wherein P is a pre-defined integer;
(III) a number of visits that occurred within said particular time-slot to websites that are known to be associated with fraudulent or malicious activities.