JPWO2022168257A1 - - Google Patents

Info

Publication number
JPWO2022168257A1
JPWO2022168257A1 JP2022579256A JP2022579256A JPWO2022168257A1 JP WO2022168257 A1 JPWO2022168257 A1 JP WO2022168257A1 JP 2022579256 A JP2022579256 A JP 2022579256A JP 2022579256 A JP2022579256 A JP 2022579256A JP WO2022168257 A1 JPWO2022168257 A1 JP WO2022168257A1
Authority
JP
Japan
Legal status (The legal status 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 status listed.)
Pending
Application number
JP2022579256A
Other versions
JPWO2022168257A5 (ja
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 filed Critical
Publication of JPWO2022168257A1 publication Critical patent/JPWO2022168257A1/ja
Publication of JPWO2022168257A5 publication Critical patent/JPWO2022168257A5/ja
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/098—Distributed learning, e.g. federated learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Bioethics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Security & Cryptography (AREA)
  • Medical Informatics (AREA)
  • Computer Hardware Design (AREA)
  • Databases & Information Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Storage Device Security (AREA)
JP2022579256A 2021-02-05 2021-02-05 Pending JPWO2022168257A1 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2021/004239 WO2022168257A1 (ja) 2021-02-05 2021-02-05 連合学習システム、連合学習装置、連合学習方法および連合学習プログラム

Publications (2)

Publication Number Publication Date
JPWO2022168257A1 true JPWO2022168257A1 (ja) 2022-08-11
JPWO2022168257A5 JPWO2022168257A5 (ja) 2023-10-27

Family

ID=82742088

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022579256A Pending JPWO2022168257A1 (ja) 2021-02-05 2021-02-05

Country Status (3)

Country Link
US (1) US20240070469A1 (ja)
JP (1) JPWO2022168257A1 (ja)
WO (1) WO2022168257A1 (ja)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118520974A (zh) * 2024-07-22 2024-08-20 暨南大学 一种衡量用户可靠性的鲁棒安全联邦学习聚合方法

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2024034125A1 (ja) * 2022-08-12 2024-02-15 日本電気株式会社 学習システム、学習方法、およびコンピュータ可読媒体
CN116738494B (zh) * 2023-08-16 2023-11-14 北京瑞莱智慧科技有限公司 基于秘密分享的多方安全计算的模型训练方法和装置

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2017065123A1 (ja) * 2015-10-13 2017-04-20 日本電信電話株式会社 秘密乱数合成装置、秘密乱数合成方法、およびプログラム
JP6556659B2 (ja) * 2016-05-17 2019-08-07 日本電信電話株式会社 ニューラルネットワークシステム、シェア計算装置、ニューラルネットワークの学習方法、プログラム
WO2020075273A1 (ja) * 2018-10-11 2020-04-16 日本電気株式会社 情報処理装置、秘密計算方法及びプログラム
US11139961B2 (en) * 2019-05-07 2021-10-05 International Business Machines Corporation Private and federated learning
CN111241567B (zh) * 2020-01-16 2023-09-01 深圳前海微众银行股份有限公司 纵向联邦学习中的数据共享方法、系统及存储介质

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118520974A (zh) * 2024-07-22 2024-08-20 暨南大学 一种衡量用户可靠性的鲁棒安全联邦学习聚合方法

Also Published As

Publication number Publication date
US20240070469A1 (en) 2024-02-29
WO2022168257A1 (ja) 2022-08-11

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Legal Events

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