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:
May. 09, 2023

Filed:

Nov. 27, 2018
Applicant:

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

Inventor:

Weisheng Li, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); G06N 5/04 (2006.01); H04L 9/40 (2022.01); G06N 5/048 (2023.01);
U.S. Cl.
CPC ...
H04L 63/1483 (2013.01); G06N 5/048 (2013.01);
Abstract

Aspects of this disclosure include fuzzy inclusion based impersonation detection technology. In one embodiment, a reverse n-gram map is created for the list of protected entities. A suspicious string may be broken into n-grams, and each n-gram of the suspicious string is to be searched in the reverse n-gram map for corresponding protected entities. A fuzzy inclusion of a protected entity may be detected in the suspicious string depending on the protected entities found during the search. Subsequently, impersonation can be identified based on the characteristics of the fuzzy inclusion. In this way, the communication system can detect impersonation techniques using visually similar text, and accordingly take various actions to help user mitigate risks caused by impersonation.


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