Qingqing Ye (Vicky)

Publication

The following is a list of my publications. You can find more information via DBLP or Google Scholar.

  2023
  • TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database
    Kai Huang, Haibo Hu, Qingqing Ye, Kai Tian, Bolong Zheng, Xiaofang Zhou
    International Conference of Management of Data (SIGMOD), accepted to appear, 2023.
  • Efficient and Lightweight Indexing Approach for Multi-dimensional Historical Data in Blockchain
    Bikash Chandra Singh, Qingqing Ye, Haibo Hu, Bin Xiao
    Future Generation Computer Systems, 139: 210-223, 2023.
  2022
  • MExMI: Pool-based Active Model Extraction Crossover Membership Inference
    Yaxin Xiao, Qingqing Ye, Haibo Hu, Huadi Zheng, Chengfang Fang, Jie Shi
    Conference on Neural Information Processing Systems (NeurIPS), accepted to appear, 2022.
  • OTKI-F: An Efficient Memory-Secure Multi-keyword Fuzzy Search Protocol
    Ziyang Han, Qingqing Ye, Haibo Hu
    Journal of Computer Security, accepted to appear, 2022.
  • Unified Proof of Work: Delegating and Solving Customized Computationally Bounded Problems in A Privacy-Preserving Way
    Yue Fu, Qingqing Ye, Rong Du, Haibo Hu
    APWeb-WAIM International Joint Conference on Web and Big Data, accepted to appear, 2022.
  • VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases
    Kai Huang, Qingqing Ye, Jing Zhao, Xi Zhao, Haibo Hu, Xiaofang Zhou
    The Proceedings of the VLDB Endowment (PVLDB), 15(12): 3634-3637, 2022.
  • DDRM: A Continual Frequency Estimation Mechanism with Local Differential Privacy
    Qiao Xue, Qingqing Ye, Haibo Hu, Youwen Zhu, Jian Wang
    IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted to appear, 2022.
  • Stateful-CCSH: An Efficient Authentication Scheme for High-Resolution Video Surveillance System
    Li Tang, Qingqing Ye, Huadi Zheng, Haibo Hu, Ziyang Han, Ngai-Fong Law
    IEEE Internet of Things Journal, 9(19): 19373-19386, 2022.
  • SPMAC: Scalable Prefix Verifiable Message Authentication Code for Internet of Things
    Haotian Yan, Haibo Hu, Qingqing Ye, Li Tang
    IEEE Transactions on Network and Service Management (TNSM), 19(3): 3453-3464, 2022.
  • Efficient Verifiably Encrypted ECDSA-Like Signatures and Their Applications
    Xiao Yang, Mengling Liu, Man Ho Au, Xiapu Luo, Qingqing Ye
    IEEE Transactions on Information Forensics and Security (TIFS), 17: 1573-1582, 2022.
  • Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space
    Jiawei Duan, Qingqing Ye, Haibo Hu
    Proc. of the 38th IEEE International Conference on Data Engineering (ICDE), pp 407-419, 2022.
  2021
  • PrivKVM*: Revisiting Key-Value Statistics Estimation with Local Differential Privacy
    Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng, Kai Huang, Chengfang Fang, Jie Shi
    IEEE Transactions on Dependable and Secure Computing (TDSC), accepted to appear, 2021.
  • Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting
    Qingqing Ye, Haibo Hu, Ninghui Li, Xiaofeng Meng, Huadi Zheng, Haotian Yan
    IEEE International Conference on Computer Communications (INFOCOM), pp 1-10, 2021.
  • ReFlat: A Robust Access Pattern Hiding Solution for General Cloud Query Processing Based on K-isomorphism and Hardware Enclave
    Ziyang Han, Haibo Hu, Qingqing Ye
    IEEE Transactions on Cloud Computing (TCC), accepted to appear, 2021.
  • Privacy and Efficiency Guaranteed Social Subgraph Matching
    Kai Huang, Haibo Hu, Shuigeng Zhou, Jihong Guan, Qingqing Ye, Xiaofang Zhou
    VLDB Journal (VLDBJ), 31(3): 581-602, 2022.
  • Collecting High-Dimensional and Correlation-Constrained Data with Local Differential Privacy
    Rong Du, Qingqing Ye, Yue Fu, Haibo Hu
    International Conference on Sensing, Communication and Networking (SECON), pp 1-9, 2021.
  • Privacy Risk Quantification of Mobile Application Based on Requested Permissions
    Minjie Zhu, Qingqing Ye, Xiaofeng Meng, Xin Yang
    Sci Sin Inform, 51(7): 1100-1115, 2021.
  2020
  • LF-GDPR: A Framework for Estimating Graph Metrics with Local Differential Privacy
    Qingqing Ye, Haibo Hu, Man Ho Au, Xiaofeng Meng, Xiaokui Xiao
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 34(10): 4905-4920, 2022.
  • Towards Locally Differentially Private Generic Graph Metric Estimation
    Qingqing Ye, Haibo Hu, Man Ho Au, Xiaofeng Meng, Xiaokui Xiao
    Proc. of the 36th IEEE International Conference on Data Engineering (ICDE), pp 1922-1925, 2020.
  • Protecting Decision Boundary of Machine Learning Model with Differentially Private Perturbation
    Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, Jie Shi
    IEEE Transactions on Dependable and Secure Computing (TDSC), 19(3): 2007-2022, 2022.
  • Practical Escrow Protocol for Bitcoin
    Xiao Yang, Wang Fat Law, Qingqing Ye, Man Ho Au, Joseph K. Liu, Jacob Cheng
    IEEE Transactions on Information Forensics and Security (TIFS), 15: 3023-3034, 2020.
  ~ 2019
  • PrivKV: Key-Value Data Collection with Local Differential Privacy
    Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng
    Proc. of 40th IEEE Symposium on Security and Privacy (S&P), San Francisco, USA, pp 317-331, 2019.
  • Local Differential Privacy: Tools, Challenges and Opportunities
    Qingqing Ye, Haibo Hu
    Proc. of the 20th International Conference on Web Information Systems Engineering (WISE), Hong Kong, China, pp 13-23, 2019.
  • BDPL: A Boundary Differential Private Layer against Machine Learning Model Extraction Attacks
    Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, and Jie Shi
    Proc. of the 24th European Symposium on Research in Computer Security (ESORICS), Luxembourg, pp 66-83, 2019.
  • Mobile Data Collection and Analysis with Local Differential Privacy
    Ninghui Li, Qingqing Ye
    Proc. of 20th IEEE International Conference on Mobile Data Management (MDM), Hong Kong, China, pp 4-7, 2019.
  • AppPrivacy: Analyzing Data Collection and Privacy Leakage from Mobile App
    Minjie Zhu, Qingqing Ye, Xin Yang, Xiaofeng Meng, Haibo Hu.
    (poster) IEEE Symposium on Security and Privacy (S&P), San Francisco, USA, 2019.
  • Survey on Local Differential Privacy
    Qingqing Ye, Xiaofeng Meng, Minjie Zhu, Zheng Huo
    Journal of Software, 29(7):1981-2005, 2018.
  • A Classification Approach Based on Improved Belief Rule-Base Reasoning
    Qingqing Ye, Longhao Yang, Yanggeng Fu, Xiaocong Chen
    Journal of Frontiers of Computer Science and Technology
    , 10(5):709-721, 2016.

Patents

  • 键值对数据的收集方法和装置
    Qingqing Ye, Haibo Hu
    中国专利发明,CN110968612A, Apr. 2020.
  • 数据防窃取方法和相关产品
    Haibo Hu, Huadi Zheng, Qingqing Ye, Chengfang Fang, Jie Shi
    中国专利发明,CN110795703A , Feb. 2020.