Deprecated: The each() function is deprecated. This message will be suppressed on further calls in /home/zhenxiangba/zhenxiangba.com/public_html/phproxy-improved-master/index.php on line 456
AU2022299545B2 - Federated machine learning management - Google Patents
[go: Go Back, main page]

AU2022299545B2 - Federated machine learning management - Google Patents

Federated machine learning management Download PDF

Info

Publication number
AU2022299545B2
AU2022299545B2 AU2022299545A AU2022299545A AU2022299545B2 AU 2022299545 B2 AU2022299545 B2 AU 2022299545B2 AU 2022299545 A AU2022299545 A AU 2022299545A AU 2022299545 A AU2022299545 A AU 2022299545A AU 2022299545 B2 AU2022299545 B2 AU 2022299545B2
Authority
AU
Australia
Prior art keywords
machine learning
learning management
federated machine
federated
management
Prior art date
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.)
Active
Application number
AU2022299545A
Other versions
AU2022299545A1 (en
Inventor
Abhishek CHHIBBER
Darshankumar Bhadrasinh DESAI
Vidyut Mukund Naware
Nitin S. Sharma
Michael Charles Todasco
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
PayPal Inc
Original Assignee
PayPal Inc
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
Priority claimed from US17/357,602 external-priority patent/US12437232B2/en
Priority claimed from US17/357,626 external-priority patent/US12380361B2/en
Priority claimed from US17/457,217 external-priority patent/US12238081B2/en
Application filed by PayPal Inc filed Critical PayPal Inc
Publication of AU2022299545A1 publication Critical patent/AU2022299545A1/en
Application granted granted Critical
Publication of AU2022299545B2 publication Critical patent/AU2022299545B2/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting 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
    • G06F21/6245Protecting personal data, e.g. for financial or medical purposes
    • G06F21/6254Protecting personal data, e.g. for financial or medical purposes by anonymising data, e.g. decorrelating personal data from the owner's identification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55Detecting local intrusion or implementing counter-measures
    • G06F21/552Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/382Payment protocols; Details thereof insuring higher security of transaction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/40Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/401Transaction verification
    • G06Q20/4015Transaction verification using location information
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/40Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/401Transaction verification
    • G06Q20/4016Transaction verification involving fraud or risk level assessment in transaction processing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00Payment architectures, schemes or protocols
    • G06Q20/38Payment protocols; Details thereof
    • G06Q20/40Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/405Establishing or using transaction specific rules

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Accounting & Taxation (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Finance (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Economics (AREA)
  • Development Economics (AREA)
  • Databases & Information Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
AU2022299545A 2021-06-24 2022-06-22 Federated machine learning management Active AU2022299545B2 (en)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US17/357,602 US12437232B2 (en) 2021-06-24 2021-06-24 Edge device machine learning
US17/357,626 2021-06-24
US17/357,626 US12380361B2 (en) 2021-06-24 2021-06-24 Federated machine learning management
US17/357,602 2021-06-24
US17/457,217 US12238081B2 (en) 2021-12-01 2021-12-01 Edge device representation learning
US17/457,217 2021-12-01
PCT/US2022/073085 WO2022272262A1 (en) 2021-06-24 2022-06-22 Federated machine learning management

Publications (2)

Publication Number Publication Date
AU2022299545A1 AU2022299545A1 (en) 2024-01-25
AU2022299545B2 true AU2022299545B2 (en) 2025-02-13

Family

ID=84544740

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2022299545A Active AU2022299545B2 (en) 2021-06-24 2022-06-22 Federated machine learning management

Country Status (3)

Country Link
EP (1) EP4359982A4 (en)
AU (1) AU2022299545B2 (en)
WO (1) WO2022272262A1 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4432198A1 (en) * 2023-03-15 2024-09-18 Featurespace Limited Preserving privacy and training neural network models
CN116955826A (en) * 2023-08-02 2023-10-27 上海益学智迅科技发展有限公司 Financial data analysis system based on user behavior habit pushing
WO2025138185A1 (en) 2023-12-29 2025-07-03 Paypal, Inc. Self-adaptive geospatial queries
WO2025179519A1 (en) 2024-02-29 2025-09-04 Paypal, Inc. Bifurcated system for querying multiple data types

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180018590A1 (en) * 2016-07-18 2018-01-18 NantOmics, Inc. Distributed Machine Learning Systems, Apparatus, and Methods
US20190392441A1 (en) * 2018-06-25 2019-12-26 Apple Inc. Customizing authorization request schedules with machine learning models
US20210150269A1 (en) * 2019-11-18 2021-05-20 International Business Machines Corporation Anonymizing data for preserving privacy during use for federated machine learning

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11023593B2 (en) * 2017-09-25 2021-06-01 International Business Machines Corporation Protecting cognitive systems from model stealing attacks
US10796228B2 (en) * 2017-09-29 2020-10-06 Oracle International Corporation Machine-learning-based processing of de-obfuscated data for data enrichment
US11138350B2 (en) * 2018-08-09 2021-10-05 Zoox, Inc. Procedural world generation using tertiary data

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180018590A1 (en) * 2016-07-18 2018-01-18 NantOmics, Inc. Distributed Machine Learning Systems, Apparatus, and Methods
US20190392441A1 (en) * 2018-06-25 2019-12-26 Apple Inc. Customizing authorization request schedules with machine learning models
US20210150269A1 (en) * 2019-11-18 2021-05-20 International Business Machines Corporation Anonymizing data for preserving privacy during use for federated machine learning

Also Published As

Publication number Publication date
WO2022272262A1 (en) 2022-12-29
AU2022299545A1 (en) 2024-01-25
EP4359982A4 (en) 2024-12-18
EP4359982A1 (en) 2024-05-01

Similar Documents

Publication Publication Date Title
AU2022299545B2 (en) Federated machine learning management
EP4158558A4 (en) Federated learning optimizations
EP4281906A4 (en) Electro-photonic network for machine learning
EP4197218A4 (en) Communication system for machine learning metadata
EP4091108A4 (en) Context-level federated learning
EP4042296A4 (en) Moderator for federated learning
EP3998385A4 (en) Working machine management system
EP4205043A4 (en) Hybrid machine learning
EP4116480A4 (en) Clothing management apparatus
AU2022903343A0 (en) Quran Learning Management
AU2021900804A0 (en) Data management
EM14833090001S (en) Tags
EM87389830004S (en) Tags
EM87389830012S (en) Tags
EM87389830016S (en) Tags
EM87389830022S (en) Tags
EM87389830021S (en) Tags
EM87389830020S (en) Tags
EM87389830019S (en) Tags
EM87389830018S (en) Tags
EM87389830017S (en) Tags
EM87389830013S (en) Tags
EM87389830006S (en) Tags
EM87389830010S (en) Tags
EM87389830009S (en) Tags

Legal Events

Date Code Title Description
FGA Letters patent sealed or granted (standard patent)