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:
Jun. 21, 2022

Filed:

Jul. 22, 2019
Applicant:

Chronicle Llc, Mountain View, CA (US);

Inventors:

Abu Wawda, Cupertino, CA (US);

Shapor Naghibzadeh, San Francisco, CA (US);

Assignee:

Chronicle LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/205 (2020.01); G06N 7/00 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 40/205 (2020.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

In some implementations, a method includes obtaining an unlabeled computer security data log and processing the unlabeled computer security data log using a machine learning model to generate a probability distribution that includes a respective probability for each of a plurality of possible log types. Each of the plurality of possible log types is associated with a corresponding parser that parses logs of the possible log type to extract structured computer security data. The method further includes selecting the possible log type having the highest probability and parsing the unlabeled computer security data log using the parser corresponding to the selected possible log type.


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