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. 23, 2021

Filed:

Aug. 09, 2018
Applicant:

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

Inventors:

Ben Kliger, Ramat Gan, IL;

Yotam Livny, Gadera, IL;

Ram Haim Pliskin, Rishon Lezion, IL;

Roy Levin, Haifa, IL;

Mathias Abraham Marc Scherman, Tel Aviv, IL;

Moshe Israel, Herzelia, IL;

Michael Zeev Bargury, Ramat Gan, IL;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); H04L 29/06 (2006.01); G06K 9/62 (2006.01); G06F 21/50 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 63/102 (2013.01); G06F 21/50 (2013.01); G06K 9/6256 (2013.01); G06K 9/6262 (2013.01); G06K 9/6278 (2013.01); G06N 20/00 (2019.01); H04L 63/20 (2013.01);
Abstract

Methods, systems, and media are shown for generating access control rules for computer resources involving collecting historical access data for user accesses to a computer resource and separating the historical access data into a training data set and a validation data set. An access control rule is generated for the computer resource based on the properties of the user accesses to the computer resource in the training data set. The rule is validated against the validation data set to determine whether the rule produces a denial rate level is below a threshold when the rule is applied to the validation data set. If the rule is valid, then it is provided to an administrative interface so that an administrator can select the rule for application to incoming user requests.


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