Invention Grant
- Patent Title: Conversion system, method and program
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Application No.: US17261346Application Date: 2020-03-12
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Publication No.: US11943277B2Publication Date: 2024-03-26
- Inventor: Miki Bito , Shinsuke Hanamura
- Applicant: Geek Guild Co., Ltd.
- Applicant Address: JP Kyoto
- Assignee: Geek Guild Co., Ltd.
- Current Assignee: Geek Guild Co., Ltd.
- Current Assignee Address: JP Kyoto
- Agency: Millen, White, Zelano & Branigan, P.C.
- Agent Ryan R. Pool
- Priority: JP 19049137 2019.03.15 JP 19049138 2019.03.15
- International Application: PCT/JP2020/010806 2020.03.12
- International Announcement: WO2020/189496A 2020.09.24
- Date entered country: 2021-01-19
- Main IPC: H04L67/01
- IPC: H04L67/01 ; G06N20/00 ; H04L9/40 ; H04L67/568

Abstract:
[Problem to be Solved]
To provide a secure system capable of satisfying the requirements of both users and providers of machine learning technology.
[Solution]
Provided is a conversion system in which a client device includes: an input-side conversion processing unit that is a part of the trained model extending from an input layer to a first middle layer of the trained model, and performs conversion processing based on the input data to generate a first intermediate output of the first middle layer of the trained model; a client-side transmitting unit that transmits the first intermediate output to a server; a client-side receiving unit that receives a second intermediate output from the server, the second intermediate output being generated in the server based on the first intermediate output and being a conversion output of the second middle layer closer to the output side than the first middle layer of the trained model; and an output-side conversion processing unit that is a part of the trained model extending from the second middle layer to an output layer of the trained model, and performs conversion processing based on the second intermediate output to generate the output data.
To provide a secure system capable of satisfying the requirements of both users and providers of machine learning technology.
[Solution]
Provided is a conversion system in which a client device includes: an input-side conversion processing unit that is a part of the trained model extending from an input layer to a first middle layer of the trained model, and performs conversion processing based on the input data to generate a first intermediate output of the first middle layer of the trained model; a client-side transmitting unit that transmits the first intermediate output to a server; a client-side receiving unit that receives a second intermediate output from the server, the second intermediate output being generated in the server based on the first intermediate output and being a conversion output of the second middle layer closer to the output side than the first middle layer of the trained model; and an output-side conversion processing unit that is a part of the trained model extending from the second middle layer to an output layer of the trained model, and performs conversion processing based on the second intermediate output to generate the output data.
Public/Granted literature
- US20210266383A1 CONVERSION SYSTEM, METHOD AND PROGRAM Public/Granted day:2021-08-26
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