DETERMINE SUSPICIOUS USER EVENTS USING GROUPED ACTIVITIES

Patent №

US 11,297,075

Granted

2022-04-05

Filed 2019

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16503247

According to examples, an apparatus may include a processor and a computer readable medium on which is stored machine readable instructions that may cause the processor to assign the activities in user activity data into a plurality of groups based on common user identifiers corresponding to the pairs of activities. The instructions may also cause the processor to determine a correlation between a user event and the plurality of groups, determine whether the user event is suspicious based on the determined correlation, and based on a determination that the user event is suspicious, output an indication that the user event is suspicious.

Machine learningPlanningAI hardwareH04L 63/1416H04L 63/1425G06F 21/554H04L 63/102H04L 67/535

AI classification

AI hardware0.95
Planning0.92
Machine learning0.83
Natural language0.34
Knowledge representation0.06
Evolutionary computation0.05
Vision0.02
Speech0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 496670679

Assignors

KEREN, SHAI, MOST, YONATAN

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

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