Invention Grant
- Patent Title: Privacy-preserving graph compression with automated fuzzy variable detection
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Application No.: US17256945Application Date: 2019-07-11
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Publication No.: US12079814B2Publication Date: 2024-09-03
- Inventor: Theodore Harris , Tatiana Korolevskaya , Yue Li
- Applicant: Visa International Service Association
- Applicant Address: US CA San Francisco
- Assignee: Visa International Service Association
- Current Assignee: Visa International Service Association
- Current Assignee Address: US CA San Francisco
- Agency: Kilpatrick Townsend & Stockton LLP
- International Application: PCT/US2019/041318 2019.07.11
- International Announcement: WO2020/014425A 2020.01.16
- Date entered country: 2020-12-29
- Main IPC: G06Q20/40
- IPC: G06Q20/40 ; G06F21/62 ; G06N3/126 ; G06N5/048 ; G06N7/02 ; G06N20/10 ; G06Q20/38

Abstract:
A disclosed method includes a) receiving by a server computer network data comprising a plurality of transaction data for a plurality of transactions. Each transaction data comprises a plurality of data elements with data values. At least one of the plurality of data elements comprises a user identifier for a user. The server computer can then b) generate one or more graphs comprising a plurality of communities based on the network data. The server computer can c) determine fuzzy values for at least some of the data values for each transaction of the plurality of transactions. For each user. the server computer can d) determine fuzzy values for communities within the plurality of communities. The server computer can then e) generate a model using the fuzzy values obtained in steps c) and d), and at least some of the data values.
Public/Granted literature
- US20210272121A1 PRIVACY-PRESERVING GRAPH COMPRESSION WITH AUTOMATED FUZZY VARIABLE DETECTION Public/Granted day:2021-09-02
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