SYSTEM AND METHOD FOR BLOCKCHAIN TRANSACTION RISK MANAGEMENT USING MACHINE LEARNING

Patent №

US 11,436,615

Granted

2022-09-06

Filed 2020

Owner

ANCHAIN.AI

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17006431

A method involves receiving digital on blockchain information and digital off blockchain information. The digital data from the digital on blockchain information and the digital off blockchain information is extracted. The entity knowledge base engine contextualizes the relationships based on the digital data and the digital off blockchain information and the digital on blockchain information. The risk classification engine analyzes the digital data and transforms the digital data to an identified behavior category. The risk scoring regression engine analyzes the classified risk data and assigns a risk score to each classified risk data. The risk policy engine analyzes the classified risk data and determines if any deviations from rules or standards have or will occur. The security control system takes an action on the digital on blockchain information and digital off blockchain information based on the assigned risk score and any deviations from rules or standards.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06Q 30/0185G06F 16/2379G06N 3/0464G06N 3/08G06N 3/09G06N 3/096G06N 3/0985G06N 20/00+15 more

AI classification

Machine learning1.00
Planning1.00
Natural language0.98
Knowledge representation0.97
AI hardware0.95
Vision0.82
Evolutionary computation0.00
Speech0.00

Ownership

ANCHAIN.AI

assignment · 538440218

Assignors

FANG, CHUNSHENG VICTOR, QUAN, WEI, WU, BEN BINYI

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

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