在研项目：
- 高安全密态数据库关键密文查询技术研究，国家自然科学基金面上项目，主持，在研
- 分级安全可搜索加密关键技术研究，国家自然科学基金青C项目，主持，在研
- 先进技术类项目，参与，在研
- 藏文合成数据集构建和模型训练技术服务，主持，在研
- 中国博士后科学基金第73批面上资助，主持，已结题
部分论文：
[1] Xiaoqian Sun, Ruiqi He, Yang Zhang, Siyi Lv*, et al; Can I Get More? An Incremental Inference Attack on Encrypted SQL, IEEE S&P, 2026. (CCF-A类会议，唯一通讯作者)
[2] Guiyun Qin, Xiaoqian Sun, Fangzhou Yi, Siyi Lv*, et al; A Searchable Encryption With System-Wide Forward and Backward Security Supporting Boolean Query, IEEE Transactions on Dependable and Secure Computing, 2026. (CCF-A类期刊论文，唯一通讯作者)
[3] Ruixuan Wang, Siyi Lv*, et al; BOMAP: A Round-Efficient Construction of Oblivious Maps, IEEE Transactions on Dependable and Secure Computing, 2025. (CCF-A类期刊论文，唯一通讯作者)
[4] Junjian Shi, Ye Han, Xiaojie Guo, Zekun Fei, Zheli Liu, Siyi Lv*, et al; SMPCache: Towards More Efficient SQL Queries in Multi-Party Collaborative Data Analysis, IEEE Transactions on Knowledge and Data Engineering, 2025. (CCF-A类期刊论文，共同通讯作者)
[5] Siyi Lv, et al; LUNA: Efficient Backward-private Dynamic Symmetric Searchable Encryption Scheme with Secure Deletion in Encrypted Database, IEEE Transactions on Knowledge and Data Engineering, 2023, 0(0): 1-14. (CCF-A类期刊论文，唯一第一作者)
[6] Peizhao Zhou, Xiaojie Guo, Pinzhi Chen, Tong Li, Siyi Lv*, and Zheli Liu; Shortcut: Making MPC-based Collaborative Analytics Efficient on Dynamic Databases, CCS 2024. (CCF-A类会议，唯一通讯作者)
[7] Jingyu Jia, Xinhao Li, Tong Li*, Zhewei Liu, Chang Tan, Siyi Lv*, et al; ABSyn: An Accurate Differentially Private Data Synthesis Scheme with Adaptive Selection and Batch Processes, IEEE Transactions on Information Forensics & Security, Accepted with Mandatory Minor Revisions.(CCF-A类期刊论文，共同通讯作者)
[8] Jingyu Jia, Chang Tan, Zhewei Liu, Xinhao Li, Zheli Liu, Siyi Lv*, Changyu Dong; Total Variation Distance Privacy: Accurately Measuring Inference Attacks and Improving Utility, Information Sciences, 2023.05, 626(0): 537-558 (SCI一区期刊论文，唯一通讯作者)
[9] Siyi Lv, et al; New approach for efficient malicious multiparty private set intersection, Information Sciences, 2024.09,678(0). (SCI一区期刊论文，唯一第一作者)
[10] Haobin Chen, Yue Yang, Siyi Lv*; Revisiting Frequency-Smoothing Encryption: New Security Definitions and Efficient Construction, Cybersecurity, accept. (CCF-C类期刊论文，唯一通讯作者)
[11] Chang Tan, Zhewei Liu, Zhengdao Li*, Jingyu Jia, Siyi Lv*, et al.; EdgeSyn: Privacy-preserving Data Publishing on Edge Network over Infinite Multimedia Data Stream, ACM Transactions on Multimedia Computing, Communications and Applications, 2024. (CCF-B类期刊论文，共同通讯作者)
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