AU2022299545A1 - Federated machine learning management - Google Patents

Federated machine learning management Download PDF

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Publication number
AU2022299545A1
AU2022299545A1 AU2022299545A AU2022299545A AU2022299545A1 AU 2022299545 A1 AU2022299545 A1 AU 2022299545A1 AU 2022299545 A AU2022299545 A AU 2022299545A AU 2022299545 A AU2022299545 A AU 2022299545A AU 2022299545 A1 AU2022299545 A1 AU 2022299545A1
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.)
Pending
Application number
AU2022299545A
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/US20220414528A1/en
Priority claimed from US17/357,626 external-priority patent/US20220414529A1/en
Priority claimed from US17/457,217 external-priority patent/US20230171235A1/en
Application filed by PayPal Inc filed Critical PayPal Inc
Publication of AU2022299545A1 publication Critical patent/AU2022299545A1/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • G06F21/6254—Protecting personal data, e.g. for financial or medical purposes by anonymising data, e.g. decorrelating personal data from the owner's identification
    • 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
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • G06F21/552—Detecting local intrusion or implementing counter-measures involving long-term monitoring or reporting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
AU2022299545A 2021-06-24 2022-06-22 Federated machine learning management Pending AU2022299545A1 (en)

Applications Claiming Priority (7)

Application Number Priority Date Filing Date Title
US17/357,626 2021-06-24
US17/357,602 US20220414528A1 (en) 2021-06-24 2021-06-24 Edge Device Machine Learning
US17/357,626 US20220414529A1 (en) 2021-06-24 2021-06-24 Federated Machine Learning Management
US17/357,602 2021-06-24
US17/457,217 US20230171235A1 (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 (1)

Publication Number Publication Date
AU2022299545A1 true AU2022299545A1 (en) 2024-01-25

Family

ID=84544740

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2022299545A Pending AU2022299545A1 (en) 2021-06-24 2022-06-22 Federated machine learning management

Country Status (3)

Country Link
EP (1) EP4359982A1 (en)
AU (1) AU2022299545A1 (en)
WO (1) WO2022272262A1 (en)

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
US11068627B2 (en) * 2018-08-09 2021-07-20 Zoox, Inc. Procedural world generation

Also Published As

Publication number Publication date
EP4359982A1 (en) 2024-05-01
WO2022272262A1 (en) 2022-12-29

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