PL3602379T3 - Rozproszona struktura ramowa szkoleniowa wielostronnego modelu bezpieczeństwa do ochrony prywatności - Google Patents
Rozproszona struktura ramowa szkoleniowa wielostronnego modelu bezpieczeństwa do ochrony prywatnościInfo
- Publication number
- PL3602379T3 PL3602379T3 PL19717099T PL19717099T PL3602379T3 PL 3602379 T3 PL3602379 T3 PL 3602379T3 PL 19717099 T PL19717099 T PL 19717099T PL 19717099 T PL19717099 T PL 19717099T PL 3602379 T3 PL3602379 T3 PL 3602379T3
- Authority
- PL
- Poland
- Prior art keywords
- model training
- privacy protection
- security model
- distributed multi
- party security
- Prior art date
Links
Classifications
-
- 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
- H04L9/0816—Key establishment, i.e. cryptographic processes or cryptographic protocols whereby a shared secret becomes available to two or more parties, for subsequent use
- H04L9/085—Secret sharing or secret splitting, e.g. threshold schemes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- H04L9/008—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols involving homomorphic encryption
-
- 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
- H04L9/30—Public key, i.e. encryption algorithm being computationally infeasible to invert or user's encryption keys not requiring secrecy
- H04L9/3006—Public key, i.e. encryption algorithm being computationally infeasible to invert or user's encryption keys not requiring secrecy underlying computational problems or public-key parameters
- H04L9/3026—Public key, i.e. encryption algorithm being computationally infeasible to invert or user's encryption keys not requiring secrecy underlying computational problems or public-key parameters details relating to polynomials generation, e.g. generation of irreducible polynomials
-
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/048—Activation functions
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L2209/00—Additional information or applications relating to cryptographic mechanisms or cryptographic arrangements for secret or secure communication H04L9/00
- H04L2209/46—Secure multiparty computation, e.g. millionaire problem
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Computer Security & Cryptography (AREA)
- Theoretical Computer Science (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Mathematical Physics (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Algebra (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Storage Device Security (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP19717099.6A EP3602379B1 (en) | 2019-01-11 | 2019-01-11 | A distributed multi-party security model training framework for privacy protection |
| PCT/CN2019/071402 WO2019072316A2 (en) | 2019-01-11 | 2019-01-11 | DISTRIBUTED MULTI-PART SECURITY MODEL LEARNING APPARATUS FOR PRIVACY PROTECTION |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| PL3602379T3 true PL3602379T3 (pl) | 2021-08-02 |
Family
ID=66100047
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PL19717099T PL3602379T3 (pl) | 2019-01-11 | 2019-01-11 | Rozproszona struktura ramowa szkoleniowa wielostronnego modelu bezpieczeństwa do ochrony prywatności |
Country Status (10)
| Country | Link |
|---|---|
| US (2) | US10630468B1 (pl) |
| EP (2) | EP3825887B1 (pl) |
| JP (1) | JP6825138B2 (pl) |
| KR (1) | KR102208188B1 (pl) |
| CN (1) | CN110998579B (pl) |
| ES (1) | ES2870706T3 (pl) |
| PH (1) | PH12019502458B1 (pl) |
| PL (1) | PL3602379T3 (pl) |
| SG (1) | SG11201910061RA (pl) |
| WO (1) | WO2019072316A2 (pl) |
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| CN110084068B (zh) * | 2018-01-26 | 2023-09-29 | 阿里巴巴集团控股有限公司 | 区块链系统及用于区块链系统的数据处理方法 |
| PH12019502458B1 (en) | 2019-01-11 | 2023-06-16 | Advanced New Technologies Co Ltd | A distributed multi-party security model training framework for privacy protection |
| US10846413B2 (en) * | 2019-04-18 | 2020-11-24 | Advanced New Technologies Co., Ltd. | Data processing method and device |
| CN112183565B (zh) * | 2019-07-04 | 2023-07-14 | 创新先进技术有限公司 | 模型训练方法、装置及系统 |
| CN112183757B (zh) * | 2019-07-04 | 2023-10-27 | 创新先进技术有限公司 | 模型训练方法、装置及系统 |
| CN112183566B (zh) * | 2019-07-04 | 2024-02-09 | 创新先进技术有限公司 | 模型训练方法、装置及系统 |
| CN112751665B (zh) * | 2019-10-30 | 2022-12-09 | 阿里巴巴(中国)网络技术有限公司 | 一种安全多方计算方法、设备、系统及存储介质 |
| CN110807528B (zh) * | 2019-10-30 | 2024-11-05 | 深圳前海微众银行股份有限公司 | 特征相关性计算方法、设备及计算机可读存储介质 |
| CN110751294B (zh) * | 2019-10-31 | 2025-02-07 | 深圳前海微众银行股份有限公司 | 联合多方特征数据的模型预测方法、装置、设备及介质 |
| US11941519B2 (en) | 2019-12-02 | 2024-03-26 | Waymo Llc | Machine learning training platform |
| CN110955907B (zh) * | 2019-12-13 | 2022-03-25 | 支付宝(杭州)信息技术有限公司 | 一种基于联邦学习的模型训练方法 |
| CN110955915B (zh) * | 2019-12-14 | 2022-03-25 | 支付宝(杭州)信息技术有限公司 | 一种隐私数据的处理方法及装置 |
| US11321430B2 (en) * | 2020-01-08 | 2022-05-03 | Bank Of America Corporation | Big data distributed processing and secure data transferring with obfuscation |
| US11363029B2 (en) * | 2020-01-08 | 2022-06-14 | Bank Of America Corporation | Big data distributed processing and secure data transferring with hyper fencing |
| US11379603B2 (en) * | 2020-01-08 | 2022-07-05 | Bank Of America Corporation | Big data distributed processing and secure data transferring with fallback control |
| US11314874B2 (en) * | 2020-01-08 | 2022-04-26 | Bank Of America Corporation | Big data distributed processing and secure data transferring with resource allocation and rebate |
| US11334408B2 (en) * | 2020-01-08 | 2022-05-17 | Bank Of America Corporation | Big data distributed processing and secure data transferring with fault handling |
| US12099997B1 (en) | 2020-01-31 | 2024-09-24 | Steven Mark Hoffberg | Tokenized fungible liabilities |
| US11558415B1 (en) * | 2020-02-10 | 2023-01-17 | Wells Fargo Bank, N.A. | Real time application protection system risk identification and mitigation |
| US11682095B2 (en) | 2020-02-25 | 2023-06-20 | Mark Coast | Methods and apparatus for performing agricultural transactions |
| CN111428887B (zh) * | 2020-03-19 | 2023-05-12 | 腾讯云计算（北京）有限责任公司 | 一种基于多个计算节点的模型训练控制方法、装置及系统 |
| US11411725B2 (en) * | 2020-04-15 | 2022-08-09 | Sap Se | Efficient distributed secret shuffle protocol for encrypted database entries using independent shufflers |
| US11368296B2 (en) | 2020-04-15 | 2022-06-21 | Sap Se | Communication-efficient secret shuffle protocol for encrypted data based on homomorphic encryption and oblivious transfer |
| US11368281B2 (en) | 2020-04-15 | 2022-06-21 | Sap Se | Efficient distributed secret shuffle protocol for encrypted database entries using dependent shufflers |
| US11265153B2 (en) | 2020-04-15 | 2022-03-01 | Sap Se | Verifying a result using encrypted data provider data on a public storage medium |
| US11356241B2 (en) | 2020-04-15 | 2022-06-07 | Sap Se | Verifiable secret shuffle protocol for encrypted data based on homomorphic encryption and secret sharing |
| CN111368336B (zh) * | 2020-05-27 | 2020-09-04 | 支付宝(杭州)信息技术有限公司 | 基于秘密共享的训练方法、装置、电子设备及存储介质 |
| CN111539009B (zh) * | 2020-06-05 | 2023-05-23 | 支付宝(杭州)信息技术有限公司 | 保护隐私数据的有监督特征分箱方法及装置 |
| CN111651792B (zh) * | 2020-07-17 | 2023-04-18 | 支付宝(杭州)信息技术有限公司 | 多方协同学习中的风险检测、模型增强方法及装置 |
| CN112560106B (zh) * | 2021-02-20 | 2021-05-18 | 支付宝(杭州)信息技术有限公司 | 针对隐私矩阵进行处理的方法、装置和系统 |
| CN113065145B (zh) * | 2021-03-25 | 2023-11-24 | 上海海洋大学 | 一种基于秘密共享和随机扰动的隐私保护线性回归方法 |
| CN113343283B (zh) * | 2021-07-30 | 2021-10-15 | 深圳前海微众银行股份有限公司 | 一种数据处理方法 |
| CN113704816A (zh) * | 2021-08-05 | 2021-11-26 | 绿盟科技集团股份有限公司 | 一种数据脱敏的方法、装置及存储介质 |
| CN113761563B (zh) * | 2021-11-05 | 2022-02-08 | 深圳致星科技有限公司 | 数据交集计算方法、装置及电子设备 |
| KR102748606B1 (ko) * | 2021-12-09 | 2025-01-02 | 한양대학교 에리카산학협력단 | 프로그램 분석 시스템, 프로그램 분석용 단말 장치, 프로그램 분석 장치 및 방법 |
| CN115248927B (zh) * | 2021-12-17 | 2025-12-19 | 青岛大学 | 一种数据处理方法、装置、系统 |
| CN114662148B (zh) * | 2022-03-25 | 2026-03-31 | 支付宝(杭州)数字服务技术有限公司 | 一种保护隐私的多方联合训练方法及装置 |
| CN114900283B (zh) * | 2022-04-01 | 2024-07-26 | 西安电子科技大学 | 基于多方安全计算的深度学习用户梯度聚合方法 |
| KR102740296B1 (ko) * | 2022-06-03 | 2024-12-10 | 국립공주대학교 산학협력단 | 딥러닝 기반의 암호화된 데이터를 분류하기 위한 방법, 컴퓨팅장치 및 컴퓨터-판독가능 매체 |
| CN115186297B (zh) * | 2022-07-18 | 2026-01-20 | 上海阵方科技有限公司 | 一种基于TensorFlow Serving的隐私计算推理服务方法 |
| CN115719116B (zh) * | 2022-11-21 | 2023-07-14 | 重庆大学 | 一种电力负荷预测方法、装置及终端设备 |
| CN116431968B (zh) * | 2023-04-04 | 2024-08-16 | 北京航空航天大学 | 一种用于隐私计算的三方安全乘法方法及系统 |
| CN116383848B (zh) * | 2023-04-04 | 2023-11-28 | 北京航空航天大学 | 一种三方安全计算防作恶方法、设备及介质 |
| CN120012039A (zh) * | 2025-01-13 | 2025-05-16 | 五邑大学 | 基于隐私保护的线性回归方法 |
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-
2019
- 2019-01-11 PH PH1/2019/502458A patent/PH12019502458B1/en unknown
- 2019-01-11 CN CN201980002997.5A patent/CN110998579B/zh active Active
- 2019-01-11 JP JP2019559275A patent/JP6825138B2/ja active Active
- 2019-01-11 WO PCT/CN2019/071402 patent/WO2019072316A2/en not_active Ceased
- 2019-01-11 SG SG11201910061R patent/SG11201910061RA/en unknown
- 2019-01-11 ES ES19717099T patent/ES2870706T3/es active Active
- 2019-01-11 EP EP21152078.8A patent/EP3825887B1/en active Active
- 2019-01-11 PL PL19717099T patent/PL3602379T3/pl unknown
- 2019-01-11 KR KR1020197032263A patent/KR102208188B1/ko active Active
- 2019-01-11 EP EP19717099.6A patent/EP3602379B1/en active Active
- 2019-06-21 US US16/448,739 patent/US10630468B1/en active Active
-
2020
- 2020-04-17 US US16/852,177 patent/US10855455B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| CN110998579B (zh) | 2023-08-22 |
| US10855455B2 (en) | 2020-12-01 |
| EP3602379A4 (en) | 2020-03-11 |
| EP3602379B1 (en) | 2021-03-10 |
| WO2019072316A2 (en) | 2019-04-18 |
| KR20200088766A (ko) | 2020-07-23 |
| PH12019502458A1 (en) | 2020-07-20 |
| CN110998579A (zh) | 2020-04-10 |
| JP2020523619A (ja) | 2020-08-06 |
| KR102208188B1 (ko) | 2021-01-29 |
| US10630468B1 (en) | 2020-04-21 |
| EP3825887B1 (en) | 2022-03-23 |
| EP3825887A1 (en) | 2021-05-26 |
| JP6825138B2 (ja) | 2021-02-03 |
| PH12019502458B1 (en) | 2023-06-16 |
| SG11201910061RA (en) | 2019-11-28 |
| EP3602379A2 (en) | 2020-02-05 |
| ES2870706T3 (es) | 2021-10-27 |
| US20200244446A1 (en) | 2020-07-30 |
| WO2019072316A3 (en) | 2019-10-24 |
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