SG11201909946UA - Logistic regression modeling scheme using secrete sharing - Google Patents

Logistic regression modeling scheme using secrete sharing

Info

Publication number
SG11201909946UA
SG11201909946UA SG11201909946UA SG11201909946UA SG 11201909946U A SG11201909946U A SG 11201909946UA SG 11201909946U A SG11201909946U A SG 11201909946UA SG 11201909946U A SG11201909946U A SG 11201909946UA
Authority
SG
Singapore
Prior art keywords
international
slrm
logistic regression
building
sharing
Prior art date
Application number
Other languages
English (en)
Inventor
Huazhong Wang
Lichun Li
Shan Yin
Original Assignee
Alibaba Group Holding Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Publication of SG11201909946UA publication Critical patent/SG11201909946UA/en

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/08Key distribution or management, e.g. generation, sharing or updating, of cryptographic keys or passwords
    • H04L9/0816Key establishment, i.e. cryptographic processes or cryptographic protocols whereby a shared secret becomes available to two or more parties, for subsequent use
    • H04L9/085Secret sharing or secret splitting, e.g. threshold schemes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L2209/00Additional information or applications relating to cryptographic mechanisms or cryptographic arrangements for secret or secure communication H04L9/00
    • H04L2209/46Secure multiparty computation, e.g. millionaire problem

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Storage Device Security (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11201909946U 2019-01-11 2019-01-11 Logistic regression modeling scheme using secrete sharing SG11201909946UA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2019/071394 WO2019072315A2 (en) 2019-01-11 2019-01-11 LOGISTIC REGRESSION MODELING SCHEME USING SECRET SHARING

Publications (1)

Publication Number Publication Date
SG11201909946UA true SG11201909946UA (en) 2019-11-28

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201909946U SG11201909946UA (en) 2019-01-11 2019-01-11 Logistic regression modeling scheme using secrete sharing

Country Status (8)

Country Link
US (1) US10600006B1 (ko)
EP (1) EP3602410B1 (ko)
JP (1) JP6921233B2 (ko)
KR (1) KR102337168B1 (ko)
CN (1) CN110709863B (ko)
PH (1) PH12019502457A1 (ko)
SG (1) SG11201909946UA (ko)
WO (1) WO2019072315A2 (ko)

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WO2020071441A1 (ja) * 2018-10-04 2020-04-09 日本電信電話株式会社 秘密シグモイド関数計算システム、秘密ロジスティック回帰計算システム、秘密シグモイド関数計算装置、秘密ロジスティック回帰計算装置、秘密シグモイド関数計算方法、秘密ロジスティック回帰計算方法、プログラム
CN112183757B (zh) * 2019-07-04 2023-10-27 创新先进技术有限公司 模型训练方法、装置及系统
CN112183565B (zh) * 2019-07-04 2023-07-14 创新先进技术有限公司 模型训练方法、装置及系统
CN112183759B (zh) * 2019-07-04 2024-02-13 创新先进技术有限公司 模型训练方法、装置及系统
CN112183566B (zh) * 2019-07-04 2024-02-09 创新先进技术有限公司 模型训练方法、装置及系统
CN110580410B (zh) * 2019-08-09 2023-07-28 创新先进技术有限公司 模型参数确定方法、装置和电子设备
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CN110569228B (zh) * 2019-08-09 2020-08-04 阿里巴巴集团控股有限公司 模型参数确定方法、装置和电子设备
CN110851869B (zh) * 2019-11-14 2023-09-19 深圳前海微众银行股份有限公司 敏感信息处理方法、设备及可读存储介质
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CN111368336B (zh) * 2020-05-27 2020-09-04 支付宝(杭州)信息技术有限公司 基于秘密共享的训练方法、装置、电子设备及存储介质
CN111859267B (zh) * 2020-06-22 2024-04-26 复旦大学 基于bgw协议的隐私保护机器学习激活函数的运算方法
CN112836868A (zh) * 2021-01-22 2021-05-25 支付宝(杭州)信息技术有限公司 一种链接预测模型的联合训练方法和装置
CN113128700A (zh) * 2021-03-23 2021-07-16 同盾控股有限公司 安全多方计算的联邦模型训练加速的方法和系统
CN113065145B (zh) * 2021-03-25 2023-11-24 上海海洋大学 一种基于秘密共享和随机扰动的隐私保护线性回归方法
KR102557639B1 (ko) * 2021-04-20 2023-07-19 성신여자대학교 연구 산학협력단 인공지능 학습장치 및 인공지능 학습장치의 동작방법
CN113037489B (zh) * 2021-05-25 2021-08-27 北京百度网讯科技有限公司 数据处理方法、装置、设备和存储介质
CN113342915A (zh) * 2021-06-22 2021-09-03 深圳壹账通智能科技有限公司 地址脱敏方法、装置、电子设备及存储介质
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CN116187433B (zh) * 2023-04-28 2023-09-29 蓝象智联(杭州)科技有限公司 基于秘密分享的联邦拟牛顿训练方法、装置及存储介质

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Also Published As

Publication number Publication date
KR102337168B1 (ko) 2021-12-08
EP3602410A4 (en) 2020-03-11
WO2019072315A3 (en) 2019-11-07
CN110709863B (zh) 2024-02-06
US10600006B1 (en) 2020-03-24
CN110709863A (zh) 2020-01-17
EP3602410B1 (en) 2021-09-29
JP6921233B2 (ja) 2021-08-18
PH12019502457A1 (en) 2020-07-20
WO2019072315A2 (en) 2019-04-18
KR20200088767A (ko) 2020-07-23
EP3602410A2 (en) 2020-02-05
JP2020525814A (ja) 2020-08-27

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