SG11202007732RA - Method, apparatus and system for performing machine learning by using data to be exchanged - Google Patents

Method, apparatus and system for performing machine learning by using data to be exchanged

Info

Publication number
SG11202007732RA
SG11202007732RA SG11202007732RA SG11202007732RA SG11202007732RA SG 11202007732R A SG11202007732R A SG 11202007732RA SG 11202007732R A SG11202007732R A SG 11202007732RA SG 11202007732R A SG11202007732R A SG 11202007732RA SG 11202007732R A SG11202007732R A SG 11202007732RA
Authority
SG
Singapore
Prior art keywords
exchanged
data
machine learning
performing machine
learning
Prior art date
Application number
SG11202007732RA
Inventor
Yuqiang Chen
Wenyuan Dai
Qiang Yang
Original Assignee
Fourth Paradigm Beijing Tech Co 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 Fourth Paradigm Beijing Tech Co Ltd filed Critical Fourth Paradigm Beijing Tech Co Ltd
Publication of SG11202007732RA publication Critical patent/SG11202007732RA/en

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/04—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks
    • H04L63/0428—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks wherein the data content is protected, e.g. by encrypting or encapsulating the payload
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60—Protecting data
    • G06F21/602—Providing cryptographic facilities or services
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/08—Key distribution or management, e.g. generation, sharing or updating, of cryptographic keys or passwords
    • H04L9/0861—Generation of secret information including derivation or calculation of cryptographic keys or passwords
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/08—Key distribution or management, e.g. generation, sharing or updating, of cryptographic keys or passwords
    • H04L9/0894—Escrow, recovery or storing of secret information, e.g. secret key escrow or cryptographic key storage
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/02—Protecting privacy or anonymity, e.g. protecting personally identifiable information [PII]

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • Health & Medical Sciences (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Storage Device Security (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202007732RA 2018-02-13 2019-02-11 Method, apparatus and system for performing machine learning by using data to be exchanged SG11202007732RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810148969.1A CN108306891B (en) 2018-02-13 2018-02-13 Method, apparatus and system for performing machine learning using data to be exchanged
PCT/CN2019/074759 WO2019158027A1 (en) 2018-02-13 2019-02-11 Method, apparatus and system for performing machine learning by using data to be exchanged

Publications (1)

Publication Number Publication Date
SG11202007732RA true SG11202007732RA (en) 2020-09-29

Family

ID=62865333

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202007732RA SG11202007732RA (en) 2018-02-13 2019-02-11 Method, apparatus and system for performing machine learning by using data to be exchanged

Country Status (5)

Country Link
US (1) US20200372416A1 (en)
EP (1) EP3754562A4 (en)
CN (1) CN108306891B (en)
SG (1) SG11202007732RA (en)
WO (1) WO2019158027A1 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108306891B (en) * 2018-02-13 2020-11-10 第四范式（北京）技术有限公司 Method, apparatus and system for performing machine learning using data to be exchanged
US11205194B2 (en) 2019-04-30 2021-12-21 Advanced New Technologies Co., Ltd. Reliable user service system and method
CN110086817B (en) * 2019-04-30 2021-09-03 创新先进技术有限公司 Reliable user service system and method
US20220044144A1 (en) * 2020-08-05 2022-02-10 Intuit Inc. Real time model cascades and derived feature hierarchy

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2103032B1 (en) * 2006-12-08 2016-12-28 International Business Machines Corporation Privacy enhanced comparison of data sets
CN102355375B (en) * 2011-06-28 2014-04-23 电子科技大学 Distributed abnormal flow detection method with privacy protection function and system
US9350747B2 (en) * 2013-10-31 2016-05-24 Cyberpoint International Llc Methods and systems for malware analysis
US20160078367A1 (en) * 2014-10-15 2016-03-17 Brighterion, Inc. Data clean-up method for improving predictive model training
CN105760932B (en) * 2016-02-17 2018-04-06 第四范式（北京）技术有限公司 Method for interchanging data, DEU data exchange unit and computing device
CN107124276B (en) * 2017-04-07 2020-07-28 西安电子科技大学 Safe data outsourcing machine learning data analysis method
CN107547525B (en) * 2017-08-14 2020-07-07 复旦大学 Privacy protection method for big data query processing
CN107682380B (en) * 2017-11-23 2020-09-08 上海众人网络安全技术有限公司 Cross authentication method and device
CN108306891B (en) * 2018-02-13 2020-11-10 第四范式（北京）技术有限公司 Method, apparatus and system for performing machine learning using data to be exchanged

Also Published As

Publication number Publication date
CN108306891B (en) 2020-11-10
EP3754562A4 (en) 2021-11-17
US20200372416A1 (en) 2020-11-26
EP3754562A1 (en) 2020-12-23
CN108306891A (en) 2018-07-20
WO2019158027A1 (en) 2019-08-22

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