SYSTEMS AND METHODS FOR DETECTING AND SCORING ANOMALIES

Patent №

US 9,749,356

Granted

2017-08-29

Filed 2016

Owner

Lab

AI components

3

ml · kr · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

15256600

Systems and methods for detecting and scoring anomalies. In some embodiments, a method is provided, comprising acts of: identifying a plurality of attributes from a profile; for each attribute of the plurality of attributes, determining whether the digital interaction matches the profile with respect to the attribute, comprising: identifying, from the profile, at least one bucket of possible values of the attribute, the at least one bucket being indicative of anomalous behavior; identifying, from the digital interaction, a value of the attribute; and determining whether the value identified from the digital interaction falls into the at least one bucket, wherein the digital interaction is determined to match the profile with respect to the attribute if it is determined that the value identified from the digital interaction falls into the at least one bucket; and determining a penalty score.

Machine learningKnowledge representationPlanningH04L 63/1425G06F 7/08G06F 16/2255G06F 16/24578G06F 16/285G06F 16/9535G06F 21/316G06F 21/32+20 more

AI classification

Knowledge representation1.00
Planning1.00
Machine learning0.72
Vision0.42
AI hardware0.17
Natural language0.11
Speech0.05
Evolutionary computation0.00
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