ONLINE USER BEHAVIOR ANALYSIS SERVICE BACKED BY DEEP LEARNING MODELS TRAINED ON SHARED DIGITAL INFORMATION

Patent №

US 11,539,716

Granted

2022-12-27

Filed 2019

Owner

DATAVISOR, INC.

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16526402

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for online fraud protection. One of the methods includes receiving a query associated with a user account of an online service provider; providing the query to a deep neural network model to generate a prediction of whether the user account is fraudulent, wherein the deep neural network model is trained using anonymized event data for a collection of users received from one or more online service providers; and providing the prediction to the online service provider.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04L 63/1416G06N 3/0499G06N 3/088G06N 3/0895G06N 3/09G06N 3/096

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
AI hardware0.99
Knowledge representation0.99
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

DATAVISOR, INC.

assignment · 500680837

Assignors

MENG, CONG A., WANG, YUETONG, XU, YANG, LI, BUODO, YEN, TING-FANG, YU, FANG, XIE, YINGLIAN

On an employer assignment, the assignors are typically the inventors.

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