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:
Jul. 06, 2021

Filed:

Sep. 26, 2018
Applicant:

Oracle International Corporation, Redwood Shores, CA (US);

Inventors:

Rahul V Herwadkar, Foster City, CA (US);

Joydip Kundu, Nashua, NH (US);

Anindya Chandra Patthak, San Jose, CA (US);

Assignee:

Oracle International Corporation, Redwood Shores, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/02 (2006.01); G06F 16/00 (2019.01); G06F 21/56 (2013.01); G06F 21/62 (2013.01); G06N 7/00 (2006.01); G06F 16/245 (2019.01); G06F 21/55 (2013.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06F 16/245 (2019.01); G06F 21/552 (2013.01); G06F 21/554 (2013.01); G06F 21/6218 (2013.01); G06N 7/005 (2013.01); G06F 2221/032 (2013.01);
Abstract

Techniques for detecting an anomaly in queries of a relational database are disclosed. The techniques include identifying a set of attribute values from a query for accessing data within a database. Based on previously received queries, at least one of a joint probability for the set of attribute values or individual probabilities for the set of attribute values is determined. When at least one of the joint probability for the set of attribute values or an individual probability for one or more attribute values in the set of attribute values does not satisfy a probability cutoff, an indication that the query is anomalous is outputted.


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