AU2022299545B2 - Federated machine learning management - Google Patents
Federated machine learning management Download PDFInfo
- 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
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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 OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/382—Payment protocols; Details thereof insuring higher security of transaction
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, 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
- G06Q20/401—Transaction verification
- G06Q20/4015—Transaction verification using location information
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, 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
- G06Q20/401—Transaction verification
- G06Q20/4016—Transaction verification involving fraud or risk level assessment in transaction processing
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, 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
- G06Q20/405—Establishing 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)
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)
| 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)
| 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)
| 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 |
-
2022
- 2022-06-22 AU AU2022299545A patent/AU2022299545B2/en active Active
- 2022-06-22 EP EP22829497.1A patent/EP4359982A4/en active Pending
- 2022-06-22 WO PCT/US2022/073085 patent/WO2022272262A1/en not_active Ceased
Patent Citations (3)
| 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 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| FGA | Letters patent sealed or granted (standard patent) |