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. 18, 2017

Filed:

Jan. 12, 2010
Applicants:

Anirban Dasgupta, Albany, CA (US);

Kilian Quirin Weinberger, Mountain View, CA (US);

Yehuda Koren, Zichron Yaakov, IL;

Inventors:

Anirban Dasgupta, Albany, CA (US);

Kilian Quirin Weinberger, Mountain View, CA (US);

Yehuda Koren, Zichron Yaakov, IL;

Assignee:

Yahoo! Inc., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 99/00 (2010.01); G06Q 10/10 (2012.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06Q 10/107 (2013.01);
Abstract

In accordance with one aspect, methods and apparatus facilitate the filtering of unsolicited bulk electronic mail (email) sent from spammers. A plurality of recipient patterns for a plurality of emails from known spammers is logged. A plurality of recipient patterns for a plurality of emails from known non-spammers is also logged. A probabilistic model for predicting whether an unknown sender identity is a spammer is generated or modified based on the logged recipient patterns for the emails from known spammers and known non-spammers.


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