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个人信息Personal Information
讲师
教师拼音名称：wangleixia
电子邮箱：
入职时间：2025-02-04
学历：博士研究生毕业
办公地点：信息学院B420A
性别：女
学位：工学博士学位
在职信息：讲师
毕业院校：中国人民大学
学科：网络与信息安全
🔹 Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng. Answering Range Queries for Arbitrary Distribution under Shuffled Differential Privacy [J]. TKDE (CCF-A), 2026. (Early Access)
🔹 Jianan Ju, Bin Wang, Leixia Wang, Xiaochun Yang, Shangru Li, Bo Feng, Boce Chu, Jin Zhu. Balancing Temporal and Inter-Variable Dependencies in Multivariate Time-Series Forecasting[C]. DASFAA (CCF-B), 2026. (Accepted)
🔹 Jingnan Xu, Leixia Wang, Xiaofeng Meng. KV-Auditor: Auditing Local Differential Privacy for Correlated Key-Value Estimation[C]. CIKM (CCF-B), 2025: 3635-3644.
🔹 Jie Fu, Yuan Hong, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Hui Wang, Zhili Chen, Yang Cao. Differentially-Private Federated Learning: A Systematic Review[J]. ACM Computing Surveys (SCI-Q1), 2025.
🔹 Jiayi Zhang, Yang Luo, Yunlong Cheng, Leixia Wang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen. Timely Watchers: Cost-Effective Schedule for Urban Sensor Patrols [C]. WASA (CCF-C, Best paper award), 2025: 418-430.
🔹 许婧楠, 王雷霞, 孟小峰. 数据治理中的隐私审计[J]. 计算机研究与发展 (CCF-T1), 2025, 62(09): 2259-2282.
🔹 李梓童, 孟小峰, 王雷霞, 郝新丽. 机器遗忘综述[J]. 软件学报 (CCF-T1), 2025, 36(04): 1637-1664.
🔹 Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng. PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy[C]. PVLDB (CCF-A), 2024,17(11): 3031-3044.
🔹 Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng, Kai Huang. LDP-Purifier: Defending Against Poisoning Attacks in Local Differential Privacy[C]. DASFAA (CCF-B), 2024: 221-231.
🔹 Li Bai, Haibo Hu, Qingqing Ye, Haoyang Li, Leixia Wang, Jianliang Xu. Membership Inference Attacks and Defenses in Federated Learning: A Survey[J]. ACM Computing Surveys (SCI-Q1), 2024, 57(4), 1-35.
🔹 Leixia Wang, QingQing Ye, Haibo Hu, Xiaofeng Meng. EPS2: Privacy Preserving Set-Valued Data Analysis in the Shuffle Model[J]. TKDE (CCF-A), 2023, 36(11): 6084-6098.
🔹 Haoyang Li, Qingqing Ye, Haibo Hu, Jin Li, Leixia Wang, Chengfang Fang, and Jie Shi. 3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning[C]. S&P (CCF-A), 2023:1893 - 1907.
🔹 Yukun Yan, Qingqing Ye, Haibo Hu, Rui Chen, Qilong Han and Leixia Wang. Towards Defending Against Byzantine LDP Amplified Gain Attacks. DASFAA (CCF-B), 2023:627-643.
🔹 王雷霞, 孟小峰. ESA: 一种新型的隐私保护框架[J]. 计算机研究与发展 (CCF-T1), 2022, 59(01): 144-171.
🔹 Zitong Li, Zhuoya Fan, Junxu Liu, Leixia Wang, Xiaofeng Meng. Large-scale App privacy governance[J]. Frontiers of Engineering Management, 2022, 9(4): 640-652.
🔹 孟小峰, 王雷霞, 刘俊旭. 人工智能时代的数据隐私、垄断与公平[J]. 大数据, 2020, 6(01): 35-46.
🔹 王雷霞，崔宁宁，王斌，杨晓春，面向外包空间数据的有效的安全kNN查询，第二届军事大数据论坛优秀论文一等奖, 2019.
🔹 Huaijie Zhu, Xiaochun Yang, Bin Wang, Leixia Wang, Wang-Chien Lee, Private Trajectory Data Publication for Trajectory Classification, WISA 2019.
🔹 Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang, Jianxin Li, Secure Range Query over Encrypted Data in Outsourced Environments, DASFAA(CCF-B), 2018: 112-129.