CN116361858B - 应用ai决策的用户会话资源数据保护方法及软件产品 - Google Patents
应用ai决策的用户会话资源数据保护方法及软件产品 Download PDFInfo
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- CN116361858B CN116361858B CN202310371962.7A CN202310371962A CN116361858B CN 116361858 B CN116361858 B CN 116361858B CN 202310371962 A CN202310371962 A CN 202310371962A CN 116361858 B CN116361858 B CN 116361858B
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- 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
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- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/048—Activation functions
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- G06N3/00—Computing arrangements based on biological models
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Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109858280A (zh) * | 2019-01-21 | 2019-06-07 | 深圳昂楷科技有限公司 | 一种基于机器学习的脱敏方法、装置及脱敏设备 |
CN111639477A (zh) * | 2020-06-01 | 2020-09-08 | 北京中科汇联科技股份有限公司 | 一种文本重构训练方法及*** |
CN111680497A (zh) * | 2019-02-25 | 2020-09-18 | 北京嘀嘀无限科技发展有限公司 | 会话特征提取方法、会话识别模型训练方法及装置 |
CN112434331A (zh) * | 2020-11-20 | 2021-03-02 | 百度在线网络技术(北京)有限公司 | 一种数据脱敏方法、装置、设备以及存储介质 |
CN113886885A (zh) * | 2021-10-21 | 2022-01-04 | 平安科技(深圳)有限公司 | 数据脱敏方法、数据脱敏装置、设备及存储介质 |
CN114398665A (zh) * | 2021-12-14 | 2022-04-26 | 杭萧钢构股份有限公司 | 一种数据脱敏方法、装置、存储介质及终端 |
CN114598671A (zh) * | 2022-03-21 | 2022-06-07 | 北京明略昭辉科技有限公司 | 会话消息处理方法、装置、存储介质以及电子设备 |
EP4016355A2 (en) * | 2022-03-25 | 2022-06-22 | i2x GmbH | Anonymized sensitive data analysis |
CN115664785A (zh) * | 2022-10-21 | 2023-01-31 | 重庆智能工程职业学院 | 一种大数据平台数据脱敏*** |
CN115712703A (zh) * | 2022-12-26 | 2023-02-24 | 合肥随铥互联网科技有限公司 | 应用于大数据匿名处理的决策分析方法及服务器 |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US11830099B2 (en) * | 2020-11-09 | 2023-11-28 | Adobe Inc. | Machine learning modeling for protection against online disclosure of sensitive data |
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- 2023-04-10 CN CN202310371962.7A patent/CN116361858B/zh active Active
Patent Citations (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109858280A (zh) * | 2019-01-21 | 2019-06-07 | 深圳昂楷科技有限公司 | 一种基于机器学习的脱敏方法、装置及脱敏设备 |
CN111680497A (zh) * | 2019-02-25 | 2020-09-18 | 北京嘀嘀无限科技发展有限公司 | 会话特征提取方法、会话识别模型训练方法及装置 |
CN111639477A (zh) * | 2020-06-01 | 2020-09-08 | 北京中科汇联科技股份有限公司 | 一种文本重构训练方法及*** |
CN112434331A (zh) * | 2020-11-20 | 2021-03-02 | 百度在线网络技术(北京)有限公司 | 一种数据脱敏方法、装置、设备以及存储介质 |
CN113886885A (zh) * | 2021-10-21 | 2022-01-04 | 平安科技(深圳)有限公司 | 数据脱敏方法、数据脱敏装置、设备及存储介质 |
CN114398665A (zh) * | 2021-12-14 | 2022-04-26 | 杭萧钢构股份有限公司 | 一种数据脱敏方法、装置、存储介质及终端 |
CN114598671A (zh) * | 2022-03-21 | 2022-06-07 | 北京明略昭辉科技有限公司 | 会话消息处理方法、装置、存储介质以及电子设备 |
EP4016355A2 (en) * | 2022-03-25 | 2022-06-22 | i2x GmbH | Anonymized sensitive data analysis |
CN115664785A (zh) * | 2022-10-21 | 2023-01-31 | 重庆智能工程职业学院 | 一种大数据平台数据脱敏*** |
CN115712703A (zh) * | 2022-12-26 | 2023-02-24 | 合肥随铥互联网科技有限公司 | 应用于大数据匿名处理的决策分析方法及服务器 |
Non-Patent Citations (3)
Title |
---|
Protection of privacy in big data using SDD framework with DNN;B. Ravi Prasad 等;2017 2nd International Conference for Convergence in Technology (I2CT);全文 * |
动态数据脱敏技术的研究;董子娴;中国优秀硕士学位论文全文数据库 信息科技辑(第(2022)01期期);I138-188 * |
基于图表示学习的会话感知推荐模型;曾义夫;牟其林;周乐;蓝天;刘峤;;计算机研究与发展(03);全文 * |
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