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US Patent 9946789 Classifying electronic messages using individualized artificial intelligence techniques

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
9946789
Patent Inventor Names
Kedan Li10
Date of Patent
April 17, 2018
Patent Application Number
15582571
Date Filed
April 28, 2017
Patent Citations Received
‌
US Patent 12081522 Discovering email account compromise through assessments of digital activities
1
‌
US Patent 11790060 Multichannel threat detection for protecting against account compromise
‌
US Patent 11949713 Abuse mailbox for facilitating discovery, investigation, and analysis of email-based threats
2
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US Patent 11973772 Multistage analysis of emails to identify security threats
3
‌
US Patent 12001798 Generation of training data for machine learning based models for named entity recognition for natural language processing
4
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US Patent 11663303 Multichannel threat detection for protecting against account compromise
5
‌
US Patent 11687648 Deriving and surfacing insights regarding security threats
6
‌
US Patent 11683284 Discovering graymail through real-time analysis of incoming email
7
...
Patent Primary Examiner
‌
Cheyne D Ly
Patent abstract

An example method includes: identifying message labels for electronic messages; identifying, based on a classification model specific to a first user, a first and a second message labels for a first and a second electronic messages; detecting a user action by the first user on the second electronic message to indicate the first message label is descriptive of the second electronic message; responsive to the user action, re-training the classification model based on tokens produced from the second electronic message to produce an updated classification model specific to the first user; after re-training is completed, detecting an incoming electronic message having a timestamp later in time than timestamps for the first and the second electronic messages; determining that the incoming electronic message shares a predefined number of tokens with the second electronic message; and assigning, based on the updated classification model, the first message label to the incoming electronic message.

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