Title:
PRIVATE MACHINE LEARNING MODEL GENERATION AND TRAINING METHODS, APPARATUS, AND ELECTRONIC DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/184346
Kind Code:
A1
Abstract:
Private machine learning model generation and training methods, an apparatus, and an electronic device, the model generation method comprising: obtaining a static optimizer in a cleartext machine learning model (S101); executing the static optimizer, so as to substitute a native cleartext operator in the cleartext machine learning model with a password operator, thereby generating a private machine learning model (S102); wherein the static optimizer is created according to a password operator optimizer type, the password operator optimizer type is derived from a native optimizer type in a cleartext machine learning framework, and the cleartext machine learning model is generated based on the cleartext machine learning framework. The present method can reduce implementation costs for a private machine learning model.
Inventors:
CHEN YUANFENG (CN)
XIE XIANG (CN)
YAN YILIN (CN)
HUANG GAOFENG (CN)
SHI JUNJIE (CN)
LI SHENGLIN (CN)
SUN LILIN (CN)
XIE XIANG (CN)
YAN YILIN (CN)
HUANG GAOFENG (CN)
SHI JUNJIE (CN)
LI SHENGLIN (CN)
SUN LILIN (CN)
Application Number:
PCT/CN2020/080391
Publication Date:
September 23, 2021
Filing Date:
March 20, 2020
Export Citation:
Assignee:
PLATON CO LTD (CN)
International Classes:
G06N20/00
Foreign References:
| CN108520181A | 2018-09-11 | |||
| CN108717514A | 2018-10-30 | |||
| CN108521326A | 2018-09-11 | |||
| CN108959958A | 2018-12-07 | |||
| CN109426861A | 2019-03-05 | |||
| CN110765473A | 2020-02-07 | |||
| US20190325995A1 | 2019-10-24 |
Attorney, Agent or Firm:
BEIJING SANYOU INTELLECTUAL PROPERTY AGENCY LTD. (CN)
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