多源数据机器学习中的隐私保护技术研究

61902290
2019
F0205.网络与系统安全
马鑫迪
青年科学基金项目
副教授
西安电子科技大学
30万元
多源数据;数据安全;数据隐私保护;密码学;机器学习
2020-01-01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 Android Malware Detection via Graph Representation Learning 期刊论文 Pengbin Feng;Jianfeng Ma;Teng Li;Xindi Ma;Ning Xi;Di Lu
2 Smaug: A TEE-assisted Secured SQLite for Embedded Systems 期刊论文 Di Lu;Minqiang Shi;Xindi Ma;Ximeng Liu;Rui Guo;Tianfang Zheng;Yulong Shen;Xuewen Dong;Jianfeng Ma
3 Learning in Your “Pocket”: Secure Collaborative Deep Learning with Membership Privacy 期刊论文 Xindi Ma;Qi Jiang;Ximeng Liu;Qingqi Pei;Jianfeng Ma;Wenjing Lou
4 BPMS: Blockchain-based Privacy-preserving Multi-keyword Search in Multi-owner Setting 期刊论文 Sheng Gao;Yuqi Chen;Jianming Zhu;Zhiyuan Sui;Rui Zhang;Xindi Ma
5 一种面向协同深度学习模型训练的隐私保护方法 专利 马鑫迪;卢锴;马建峰;沈玉龙;习宁;卢笛;李腾;冯鹏斌;谢康
6 Self-Anomaly-Detection Model Training via Initialized Meta Model 会议论文 Xindi MA;Cunzhu SU;Jianfeng MA;Qi JIANG;Ning XI;Sheng Gao;Kang XIE
7 面向车联网的抗设备捕获认证密钥协商协议 期刊论文 Qi Jiang;Xue Yang;Jinhua Wang;Qingfeng Cheng;Xindi Ma;Jianfeng Ma
8 Puncturable Ciphertext-Policy Attribute-Based Encryption Scheme for Efficient and Flexible User Revocation 期刊论文 Dilxat Ghopur;Jianfeng Ma;Xindi Ma;Yinbin Miao;Jialu Hao;Tao Jiang
9 TrustAccess: A Trustworthy Secure Ciphertext-Policy and Attribute Hiding Access Control Scheme Based on Blockchain 期刊论文 Sheng Gao;Piao Guirong;Jianming Zhu;Xindi Ma;Jianfeng Ma
10 Personalized Privacy-aware Task Offloading for Edge-Cloud-Assisted Industrial Internet of Things in Automated Manufacturing 期刊论文 Dawei Wei;Ning Xi;Xindi Ma;Mohammad Shojafar;Saru Kumari;Jianfeng Ma
11 DisBezant: Secure and Robust Federated Learning against Byzantine Attack in IoT-enabled MTS (DOI: 10.1109/TITS. 2022.3152156) 期刊论文 Xindi Ma;Qi Jiang;Shojafar Mohammad;Alazab Mamoun;Kumar Sachin;Kumari Saru
12 NOSnoop: an Effective Collaborative Meta-Learning Scheme against Property Inference Attack (DOI: 10.1109/JIOT.2021.3112737) 期刊论文 Xindi Ma;Baopu Li;Qi Jiang;Yimin Chen;Sheng Gao;Jianfen Ma
13 An efficient three-factor remote user authentication protocol based on BPV-FourQ for internet of drones 期刊论文 Naijian Zhang;Qi Jiang;Long Li;Xindi Ma;Jianfeng Ma
14 Unified Biometric Privacy Preserving Three-factor Authentication and Key Agreement for Cloud-assisted Autonomous Vehicles 期刊论文 Qi Jiang;Ning Zhang;Jianbing Ni;Jianfeng Ma;Xindi Ma;Kim-Kwang Raymond Choo
15 抗推理攻击的分布式多任务学习隐私保护方法及系统 专利 马鑫迪;马建峰;沈玉龙;姜奇;谢康;李腾;卢笛;习宁;冯鹏斌
16 A secured TPM integration scheme towards smart embedded system based collaboration network 期刊论文 Di Lu;Ruidong Han;Yue Wang;Yongzhi Wang;Xuewen Dong;Xindi Ma;Teng Li;Jianfeng Ma
17 Electrocardiogram Based Group Device Pairing for Wearables 期刊论文 Guichuan Zhao;Qi Jiang;Ximeng Liu;Xindi Ma;Xiaofeng Tao;Jianfeng Ma
18 陕西省专利奖一等奖 奖励 马建峰;马鑫迪;张世哲;苗银宾;张凯;沈玉龙;卢笛
19 Privacy‐preserving generative framework for images against membership inference attacks 期刊论文 Ruikang Yang;Jianfeng Ma;Yinbin Miao;Xindi Ma
20 一种基于区块链的隐私保护异步联邦学习 期刊论文 高胜;袁丽萍;朱建明;马鑫迪;章睿;马建峰
21 Do Not Perturb Me: A Secure Byzantine-Robust Mechanism for Machine Learning in IoT 会议论文 Xindi Ma;Junying Zhang;Jianfeng Ma;Qi Jiang;Sheng Gao;Xie Kang
22 移动感知推荐系统中隐私保护研究 奖励 马鑫迪
23 智慧城市服务协同安全关键技术及应用 奖励 习宁;马鑫迪;张元玉;沈玉龙;王惠莅;张红卫;孙聪;卢笛;张志为;李腾;魏大卫
24 Secure and Usable Handshake Based Pairing for Wrist-Worn Smart Devices on Different Users 期刊论文 Guichuan Zhao;Qi Jiang;Xiaohan Huang;Xindi Ma;Youliang Tian;Jianfeng Ma
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