硕士生导师

王松磊

王松磊,博士,深圳大学大数据系统计算技术国家工程实验室“百人计划”助理教授。

王松磊博士长期从事云数据安全、安全多方计算、差分隐私等领域的研究。近五年来,共发表学术论文16篇,其中以第一作者身份发表论文8篇(全部发表于CCF-A类会议/期刊)。一作论文中,1篇发表在网络空间安全领域四大顶级会议之一的USENIX Security Symposium,7篇发表在IEEE TIFS、IEEE TKDE以及IEEE TSC等国际顶级期刊。担任多个国际学术会议/期刊(如IEEE TIFS、IEEE TDSC、IEEE TKDE、DASFAA等)的审稿人。

目前仍有 2025 年秋季入学的硕士招生名额,欢迎对信息安全方向(包括安全多方计算、差分隐私、隐私保护机器学习、大模型安全等)感兴趣的同学咨询。

课题组氛围活跃,注重个性化培养,会根据同学们的不同职业规划量身定制科研发展路径。

同时,也欢迎对信息安全感兴趣的本科生进入课题组学习与交流。

感兴趣的同学可随时与我联系,邮箱:songlei.wang@szu.edu.cn。

代表性论文:

[1]Songlei Wang, Yifeng Zheng, and Xiaohua Jia. GraphGuard: Private Time-Constrained Pattern Detection Over Streaming Graphs in the Cloud[C]. USENIX Security Symposium, 2024. (BIG4, CCF-A)

[2]Songlei Wang, Yifeng Zheng, Xiaohua Jia, and Xun Yi. PeGraph: A System for Privacy-Preserving and Efficient Search Over Encrypted Social Graphs[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2022, 17: 3179-3194. (CCF-A)

[3]Songlei Wang, Yifeng Zheng, Xiaohua Jia, Hejiao Huang, and Cong Wang. OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2022, 17: 3582-3596. (CCF-A)

[4]Songlei Wang, Yifeng Zheng, Xiaohua Jia, Qian Wang, and Cong Wang. MAGO: Maliciously Secure Subgraph Counting on Decentralized Social Graphs[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2023, 18: 2929-2944. (CCF-A)

[5]Songlei Wang, Yifeng Zheng, Xiaohua Jia, and Cong Wang. eGrass: An Encrypted Attributed Subgraph Matching System with Malicious Security[J]. IEEE Transactions on Information Forensics and Security (TIFS), 2024, 19: 5999-6014. (CCF-A)

[6]Songlei Wang, Yifeng Zheng, Xiaohua Jia, and Xun Yi. Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition[J]. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(7): 7341-7356. (CCF-A)

[7]Songlei Wang, Yifeng Zheng, Xiaohua Jia, Hejiao Huang, and Cong Wang. PrigSim: Towards Privacy-Preserving Graph Similarity Search as a Cloud Service[J]. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(10): 10478-10496. (CCF-A)

[8]Songlei Wang, Yifeng Zheng, and Xiaohua Jia. SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service[J]. IEEE Transactions on Services Computing (TSC), 2023, 16(4): 2923-2938. (CCF-A)