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:
Dec. 27, 2022

Filed:

Dec. 18, 2019
Applicant:

Proofpoint, Inc., Sunnyvale, CA (US);

Inventors:

Hung-Jen Chang, Fremont, CA (US);

Gaurav Mitesh Dalal, Fremont, CA (US);

Ali Mesdaq, San Jose, CA (US);

Assignee:

Proofpoint, Inc., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/00 (2019.01); G06F 16/957 (2019.01); G06F 40/205 (2020.01); H04L 61/4511 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01); G06F 16/9577 (2019.01); G06F 40/205 (2020.01); G06N 20/00 (2019.01); H04L 61/4511 (2022.05); H04L 63/1416 (2013.01); H04L 63/1425 (2013.01);
Abstract

Aspects of the disclosure relate to identifying legitimate websites and removing false positives from domain discovery analysis. Based on a list of known legitimate domains, a computing platform may generate a baseline dataset of feature vectors corresponding to the known legitimate domains. Subsequently, the computing platform may receive information identifying a first domain for analysis and may execute one or more machine learning algorithms to compare the first domain to the baseline dataset. Based on execution of the one or more machine learning algorithms, the computing platform may generate first domain classification information indicating that the first domain is a legitimate domain. In response to determining that the first domain is a legitimate domain, the computing platform may send one or more commands directing a domain identification system to remove the first domain from a list of indeterminate domains maintained by the domain identification system.


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