CN112231756B - 一种fl-em-gmm的医疗用户隐私保护方法及系统 - Google Patents
一种fl-em-gmm的医疗用户隐私保护方法及系统 Download PDFInfo
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- CN112231756B CN112231756B CN202011187217.XA CN202011187217A CN112231756B CN 112231756 B CN112231756 B CN 112231756B CN 202011187217 A CN202011187217 A CN 202011187217A CN 112231756 B CN112231756 B CN 112231756B
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CN112800178A (zh) * | 2021-01-28 | 2021-05-14 | 平安科技(深圳)有限公司 | 答案生成方法、装置、电子设备及可读存储介质 |
CN112966307B (zh) * | 2021-04-20 | 2023-08-22 | 钟爱健康科技(广东)有限公司 | 一种基于联邦学习张量因子分解的医疗隐私数据保护方法 |
CN113411329B (zh) * | 2021-06-17 | 2022-06-28 | 浙江工业大学 | 基于dagmm的联邦学习后门攻击防御方法 |
CN113704778A (zh) * | 2021-07-16 | 2021-11-26 | 杭州医康慧联科技股份有限公司 | 基于同态加密的机器学习线性模型预测方法 |
CN113705825A (zh) * | 2021-07-16 | 2021-11-26 | 杭州医康慧联科技股份有限公司 | 适用于多方使用的数据模型共享方法 |
CN113449329A (zh) * | 2021-08-31 | 2021-09-28 | 国网浙江省电力有限公司信息通信分公司 | 基于安全分享的联邦学习场景下的能源数据融合计算方法 |
CN115422596B (zh) * | 2022-11-02 | 2023-01-13 | 北京锘崴信息科技有限公司 | 采用隐私保护算法确定数据、金融和医疗数据有效性方法 |
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WO2018017467A1 (en) * | 2016-07-18 | 2018-01-25 | NantOmics, Inc. | Distributed machine learning systems, apparatus, and methods |
US10970402B2 (en) * | 2018-10-19 | 2021-04-06 | International Business Machines Corporation | Distributed learning preserving model security |
CN109684855B (zh) * | 2018-12-17 | 2020-07-10 | 电子科技大学 | 一种基于隐私保护技术的联合深度学习训练方法 |
WO2020185973A1 (en) * | 2019-03-11 | 2020-09-17 | doc.ai incorporated | System and method with federated learning model for medical research applications |
CN111180061B (zh) * | 2019-12-09 | 2023-05-02 | 广东工业大学 | 融合区块链与联邦学习的共享医疗数据智能辅助诊断系统 |
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