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:
Aug. 27, 2019
Filed:
Nov. 30, 2016
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Ori Kashi, Seattle, WA (US);
Philip Newman, Seattle, WA (US);
Daniel Alon, Tel Mon, IL;
Elad Yom-Tov, Hoshaya, IL;
Hani Neuvirth, Tel Aviv, IL;
Royi Ronen, Tel Aviv, IL;
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Abstract
In an example embodiment, a computer-implemented method comprises obtaining labels from messages associated with an email service provider, wherein the labels indicate for each message IP how many spam and non-spam messages have been received; obtaining network data features from a cloud service provider; providing the labels and network data features to a machine learning application; generating a prediction model representing an algorithm for determining whether a particular set of network data features are spam or not; applying the prediction model to network data features for an unlabeled message; and generating an output of the prediction model indicating a likelihood that the unlabeled message is spam.