刘西蒙

刘西蒙，教授，男，1988年4月出生，无党派人士，军事学（密码学方向）博士，西安邮电大学网络空间安全专业硕士生导师。IEEE/CCF高级会员。担任福州大学数学与计算机科学学院院长助理，系统信息安全福建省高校重点实验室主任，福建省“闽江学者”特聘教授，福建省“雏鹰计划”青年拔尖人才，福建省百千万人才省级人选，福建省杰出青年科学基金获得者，福州大学“旗山学者”（海外计划），福建省引进高层次人才(C类)，IEEE/ACM/CCF会员。以第一作者或通信作者在IEEE Transactions on Information Forensics & Security、IEEE Transactions on Dependable and Secure Computing、IEEE Transaction on Computers、IEEE Transactions on Mobile Computing、IEEE Transactions on Services Computing、IEEE Transactions on Industrial Informatics、IEEE Transactions on Cloud Computing、IEEE Transactions on Emerging Topics in Computing、IEEE INFOCOM等国内外期刊会议上发表SCI/EI论文100余篇 。

研究方向

人工智能安全，密态机器学习，大数据隐私保护，医疗信息隐私保护，区块链

科研奖励（限5项）

1. 刘西蒙，福建省“雏鹰计划”青年拔尖人才，福建省人社厅

2. 刘西蒙，福建省“闽江学者”特聘教授，福建省教育厅

科研项目（限5项）

1. 刘西蒙，2021-2024，面向大数据安全的密态数据处理关键技术研究，国家自然科学基金面上项目

出版专著及教材（限5项）

1. 刘西蒙，2021，密态计算理论与应用，人民邮电出版社

发表论文（限5项）

1. Xuru Li, Daojing He, Yun Gao, Ximeng Liu, Sammy Chan, Manghan Pan, Kim-Kwang Raymond Choo，LIGHT: Lightweight Authentication for Intra Embedded Integrated Electronic Systems. IEEE Trans. Dependable Secur. Comput. 20(2): 1088-1103 (2023)

2. Xindi Ma, Qi Jiang, Ximeng Liu, Qingqi Pei, Jianfeng Ma, Wenjing Lou: Learning in Your "Pocket": Secure Collaborative Deep Learning With Membership Privacy. IEEE Trans. Dependable Secur. Comput. 20(3): 2641-2656 (2023)

3. Zhuo Ma, Yang Liu, Ximeng Liu, Jian Liu, Jianfeng Ma, Kui Ren: Learn to Forget: Machine Unlearning via Neuron Masking. IEEE Trans. Dependable Secur. Comput. 20(4): 3194-3207 (2023)

4. Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao, Yang Liu, Robert H. Deng: Forward/Backward and Content Private DSSE for Spatial Keyword Queries. IEEE Trans. Dependable Secur. Comput. 20(4): 3358-3370 (2023)

5. Di Lu, Minqiang Shi, Xindi Ma, Ximeng Liu, Rui Guo, Tianfang Zheng, Yulong Shen, Xuewen Dong, Jianfeng Ma: Smaug: A TEE-Assisted Secured SQLite for Embedded Systems. IEEE Trans. Dependable Secur. Comput. 20(5): 3617-3635 (2023)

会议与工作论文

1. Wanqing Zhu, Jia-Li Yin, Bo-Hao Chen, Ximeng Liu: SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation. AAAI 2023: 3852-3860

2. Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu: Achieving Privacy-preserving and Lightweight Truth Discovery in Mobile Crowdsensing (Extended abstract). ICDE 2023: 3797-3798

3. Zekai Chen, Fuyi Wang, Zhiwei Zheng, Ximeng Liu, Yujie Lin:

   Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data. ICME 2023: 348-353

4. Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo: Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. IJCAI 2023: 3768-3776

5. Jie Wen, Nan Jiang, Jin Li, Ximeng Liu, Honglong Chen, Yanzhi Ren, Zhaohui Yuan, Ziang Tu: DTrust: Toward Dynamic Trust Levels Assessment in Time-Varying Online Social Networks. INFOCOM 2023: 1-10

联系方式

nbnix@qq.com