隐私保护机器学习关键技术研究
61872109
2018
F0206.信息安全
蒋琳
面上项目
副教授
哈尔滨工业大学
64万元
安全多方计算;外包计算;隐私保护;同态加密;机器学习
2019-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Efficient Mixed-Protocol Secure Four-Party Computation with Private Robustness | 会议论文 | Zoe L. Jiang;Songjiang Shi;Hongxiao Wang;Peng Yang;Xuan Wang;Yulin Wu;Yantao Zhong;Yan Jia |
| 2 | 全同态加密的隐私计算异构加速方法、设备及存储介质 | 专利 | 蒋琳;赵鑫;刘虎成;陈倩;方俊彬;王轩;张加佳;李君一 |
| 3 | Efficient Two-Party Privacy-Preserving Collaborative k-means Clustering Protocol Supporting both Storage and Computation Outsourcing | 期刊论文 | Zoe L.Jiang;Ning Guo;Yabin Jin;Jiazhuo Lv;Yulin Wu;Zechao Liu;Junbin Fang;S.M.Yiu;Xuan Wang |
| 4 | Efficient Server-Aided Secure Two-Party Computation in Heterogeneous Mobile Cloud Computing | 期刊论文 | Yulin Wu;Xuan Wang;Willy Susilo;Guomin Yang;Zoe Lin Jiang;Qian Chen;Peng Xu |
| 5 | Privacy-preserving multikey computing framework for encrypted data in the cloud | 期刊论文 | Jun Zhang;Zoe Lin Jiang;Ping Li;Siu Ming Yiu |
| 6 | 云计算环境用户数据隐私保护与平台管控关键技术及应用 | 奖励 | 王轩;刘川意;蒋琳;齐向东;韩培义;张加佳;王兆国;潘鹤中 |
| 7 | Efficient maliciously secure two-party mixed-protocol framework for data-driven computation tasks | 期刊论文 | Yulin Wu;Xuan Wang;Willy Susilo;Guomin Yang;Zoe L. Jiang;Hao Wang;Tong Wu |
| 8 | Generic server-aided secure multi-party computation in cloud computing | 期刊论文 | Yulin Wu;Xuan Wang;Willy Susilo;Guomin Yang;Zoe L. Jiang;Siu-Ming Yiu;Hao Wang |
| 9 | Mixed-protocol multi-party computation framework towards complex computation tasks with malicious security | 期刊论文 | Yulin Wu;Xuan Wang;Willy Susilo;Guomin Yang;Zoe Lin Jiang;Junyi Li;Xueqiao Liu |
| 10 | Efficient Private Set Intersection Based on Functional Encryption | 会议论文 | Liyao Xiong;Zoe L. Jiang;Yi Huang;Jianzong Wang;Jing Xiao;Weizhe Zhang;Xuan Wang |
| 11 | 基于多密钥全同态方案的补码运算器及运算方法 | 专利 | 王轩;蒋琳;顾嘉婧;王泓潇;罗文坚;刘洋;漆舒汉;方俊彬;张加佳;吴宇琳;姚霖;陈倩;熊力瑶 |
| 12 | Efficient and Privacy-Preserving Logistic Regression Scheme based on Leveled Fully Homomorphic Encryption | 会议论文 | Chengjin Liu;Zoe L. Jiang;Xin Zhao;Qian Chen;Junbin Fang;Daojing He;Jun Zhang;Xuan Wang |
| 13 | Secure Neural Network in Federated Learning with Model Aggregation under Multiple Keys | 会议论文 | Zoe Lin Jiang;Guo Hui;Yijian Pan;Yang Liu;Xuan Wang;Jun Zhang |
| 14 | 基于同态加密和可信硬件的多方隐私保护机器学习方法 | 专利 | 蒋琳;刘成金;赵鑫;王轩;刘洋;廖清;漆舒汉;张加佳;吴宇琳;陈倩 |
| 15 | 基于多密钥全同态方案的多用户隐私保护机器学习方法及装置 | 专利 | 蒋琳;王轩;王泓潇;顾嘉婧;刘洋;漆舒汉;方俊彬;廖清;张加佳;李晔;吴宇琳;姚霖;陈倩;赵鑫 |
| 16 | 一种多密钥下模型聚合的联邦学习方法及相关设备 | 专利 | 蒋琳;郭辉;王轩;廖清;刘洋 |
| 17 | PyHENet: A Generic Framework for Privacy-Preserving DL Inference Based on Fully Homomorphic Encryption | 会议论文 | Qian Chen;Lin Yao;Yulin Wu;Xuan Wang;Weizhe Zhang;Zoe L. Jiang;Yang Liu;Mamoun Alazab |
| 18 | 云数据隐私计算与管控关键技术及应用 | 奖励 | 王轩;刘川意;蒋琳;齐向东;韩培义;张加佳;潘鹤中;段少明;漆舒汉;刘浩;陈华平;刘洋;吴宇琳;崔蕾 |
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