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.
Patent No.:
Date of Patent:
May. 09, 2017
Filed:
Sep. 28, 2016
AO Kaspersky Lab, Moscow, RU;
Roman A. Dedenok, Moscow, RU;
AO KASPERSKY LAB, Moscow, RU;
Abstract
Systems and methods for identifying a spam email message. A system can include a rules database configured to store a plurality of ratio determination rules, a vectors database configured to store a plurality of known vectors, a message processing tool configured to receive an email message, a gram building tool configured to build a k-skip-n-gram set of word combinations according he ratio determination rules, a vector building tool configured to receive the k-skip-n-gram set of word combinations, and build a vector for each k-skip-n-gram word combination, and a spam identification tool configured to determine a spam presence threshold based on the cosine similarity for each k-skip-n-gram word combination and the plurality of known vectors for the particular email message subject field subject category, and determine that the email message contains spam when the spam presence threshold is exceeded.