Invention Grant
- Patent Title: Industry-profile service for fraud detection
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Application No.: US17815550Application Date: 2022-07-27
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Publication No.: US11861732B1Publication Date: 2024-01-02
- Inventor: Sheer Dangoor , Aviv Ben Arie , Yair Horesh
- Applicant: INTUIT INC.
- Applicant Address: US CA Mountain View
- Assignee: INTUIT INC.
- Current Assignee: INTUIT INC.
- Current Assignee Address: US CA Mountain View
- Agency: DLA PIPER LLP (US)
- Main IPC: G06Q40/12
- IPC: G06Q40/12 ; G06N7/01

Abstract:
Techniques for detecting fraud may include obtaining a merchant's financial data; determining, via a machine learning model, a first prediction of the merchant's industry; generating a first probability matrix based on the first prediction and the declared information regarding the merchant's industry; determining, via the machine learning model, a second prediction of the merchant's industry; generating a second probability matrix based on the second prediction and the declared information regarding the merchant's industry; obtaining a declared industry of a subject merchant in a runtime environment; determining, via the machine learning model, a predicted industry for the subject merchant; obtaining, based on the declared industry and the predicted industry of the subject merchant, a first value from the first probability matrix and a second value from the second probability matrix; and labeling the subject merchant for further investigation.
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