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US Patent 11710055 Processing machine learning attributes

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Patent
Patent
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Patent attributes

Patent Applicant
PayPal
PayPal
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Current Assignee
PayPal
PayPal
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
117100550
Date of Patent
July 25, 2023
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Patent Application Number
176814800
Date Filed
February 25, 2022
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Patent Citations
‌
US Patent 9185095 Behavioral profiling method and system to authenticate a user
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Patent Primary Examiner
‌
Tsu-Chang Lee
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CPC Code
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G06N 5/045
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G06Q 20/4016
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Systems and methods for processing machine learning attributes are disclosed. An example method includes: identifying a user transaction associated with a set of transaction attributes and a first transaction status; selecting, based on a risk evaluation model, a first plurality of transaction attributes from the set of transaction attributes; modifying a first value of a first transaction attribute in the first plurality of transaction attributes to produce a first modified plurality of transaction attributes; determining, based on the risk evaluation model, that the first modified plurality of transaction attributes identify a second transaction status different from the first transaction status; and in response to the determining, identifying the first transaction attribute as a risk attribute associated with the user transaction.

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