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:
Nov. 01, 2022

Filed:

Sep. 13, 2019
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Omer Karin, Tel Aviv, IL;

Yotam Livny, Gadera, IL;

Yaniv Zohar, Herzliya, IL;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06F 21/57 (2013.01); G06F 11/30 (2006.01); G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/577 (2013.01); G06F 11/3065 (2013.01); G06F 21/552 (2013.01); G06F 2201/86 (2013.01);
Abstract

Methods, systems, and apparatuses are provided for inferring security incidents from observational data. For example, alerts generated with respect to a set of entities by a first alert generator are received, association scores are calculated for pairs of alerts, the alerts are formed into clusters based on the association scores, and a security incident model is formed based on the clusters. The security incident model may define sequences of alerts corresponding to security incidents. Furthermore, the security incident model may be used to determine a match between additional alerts and a sequence of alerts in the security incident model and identify the additional alerts as a security incident corresponding to the sequence of alerts in the security incident model.


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