The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 10, 2023

Filed:

Nov. 06, 2020
Applicant:

Forcepoint, Llc, Austin, TX (US);

Inventors:

Josh Lospinoso, San Antonio, TX (US);

Guy Louis Filippelli, Sparks Glencoe, MD (US);

Christopher Poirel, Baltimore, MD (US);

James Michael Detwiler, Baltimore, MD (US);

Assignee:

Forcepoint LLC, Austin, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06N 5/022 (2023.01); G06N 5/048 (2023.01); G06Q 30/0201 (2023.01); G06Q 30/00 (2023.01); G06Q 10/10 (2023.01);
U.S. Cl.
CPC ...
G06N 7/01 (2023.01); G06N 5/022 (2013.01); G06N 5/048 (2013.01); G06N 20/00 (2019.01); G06Q 10/10 (2013.01); G06Q 30/00 (2013.01); G06Q 30/0201 (2013.01); G06N 5/04 (2013.01);
Abstract

A relational event history is determined based on a data set, the relational event history including a set of relational events that occurred in time among a set of actors. Data is populated in a probability model based on the relational event history, where the probability model is formulated as a series of conditional probabilities that correspond to a set of sequential decisions by an actor for each relational event, where the probability model includes one or more statistical parameters and corresponding statistics. A baseline communications behavior for the relational event history is determined based on the populated probability model, and departures within the relational event history from the baseline communications behavior are determined.


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