The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 09, 2024

Filed:

Sep. 08, 2022
Applicant:

Bottomline Technologies Ltd., Or Yehuda, IL;

Inventors:

Avital Serfaty, Ramat Hasharon, IL;

Shahar Cohen, Qiryat Ono, IL;

Yulia Mayer, Fair Lawn, NJ (US);

Dalit Amitai, Tennafly, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 20/00 (2012.01); G06F 16/23 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06Q 20/40 (2012.01); G06Q 30/018 (2023.01); G06Q 40/02 (2023.01);
U.S. Cl.
CPC ...
G06Q 20/4016 (2013.01); G06F 16/2365 (2019.01); G06F 16/2379 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 30/0185 (2013.01); G06Q 40/02 (2013.01); G06Q 2220/00 (2013.01);
Abstract

An improved method and apparatus for determining if a financial transaction is fraudulent is described. The apparatus in one embodiment collects transactions off of a rail using promiscuous listening techniques. The method uses linear programming algorithms to tune the rules used for making the determination. The tuning first simulates using historical data and then creates a matrix of the rules that are processed through the linear programming algorithm to solve for the variables in the rules. With the updated rules, a second simulation is performed to view the improvement in the performance. The updated rules are then used to evaluate the transactions for fraud.


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