Qingqing Ye

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Qingqing Ye

 https://orcid.org/0000-0003-1547-2847
Calculated based on number of publications stored in Pure and citations from Scopus
20182024

Research activity per year

  • 27 Journal article
  • 23 Conference article published in proceeding or book
  • 3 Conference article
  • 1 Review article
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  • 2024

    CGP: Centroid-guided Graph Poisoning for Link Inference Attacks in Graph Neural Networks

    Tian, H., Hu, H. & Ye, Q., Jan 2024, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 554-561 8 p. 10386501. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Differentially Private Graph Neural Networks for Link Prediction

    Ran, X., Ye, Q. (Corresponding Author), Hu, H., Huang, X., Xu, J. & Fu, J., 2024, (Accepted/In press) EEE International Conference on Data Engineering (ICDE).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Interactive Trimming against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach

    Fu, Y., Ye, Q., Du, R. & Hu, H., Mar 2024, IEEE International Conference on Data Engineering (ICDE).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy

    Sun, X., Ye, Q. (Corresponding Author), Hu, H., Duan, J., Wo, T., Xu, J. & Yang, R., 10 Jul 2024, IEEE International Conference on Data Engineering (ICDE).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • PrivShape: Extracting Shapes in Time Series under User-Level Local Differential Privacy

    Mao, Y., Ye, Q. (Corresponding Author), Hu, H., Wang, Q. & Huang, K., 5 Apr 2024, IEEE International Conference on Data Engineering (ICDE).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Time-Specific Integrity Service in MQTT Protocol

    Yan, H., Hu, H. & Ye, Q., May 2024, Proceedings - 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2024. Institute of Electrical and Electronics Engineers Inc., p. 113-125 13 p. 10577309. (Proceedings - 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2024).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • 2023

    3DFed: Adaptive and Extensible Framework for Covert Backdoor Attack in Federated Learning

    Li, H., Ye, Q., Hu, H., Li, J., Wang, L., Fang, C. & Shi, J., Jul 2023, Proceedings - 44th IEEE Symposium on Security and Privacy, SP 2023. Institute of Electrical and Electronics Engineers Inc., p. 1893-1907 15 p. 10179401. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2023-May).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    13 Citations (Scopus)

  • Differential Aggregation against General Colluding Attackers

    Du, R., Ye, Q., Fu, Y., Hu, H., Li, J., Fang, C. & Shi, J., 2023, (Accepted/In press) Proceedings of the IEEE International Conference on Data Engineering.

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Stateful Switch: Optimized Time Series Release with Local Differential Privacy

    Ye, Q., Hu, H., Huang, K., Au, M. H. & Xue, Q., May 2023, Proc. of the IEEE International Conference on Computer Communications . New York, USA, p. 1-11 2212.08792

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access

  • TED: Towards Discovering Top-𝑘 Edge-Diversified Patterns in a Graph Database

    Huang, K., Hu, H., Ye, Q., Tian, K., Zheng, B. & Xiaofang, Z., Jun 2023, International Conference of Management of Data. p. 1-14 2212.07612

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Towards Defending Against Byzantine LDP Amplified Gain Attacks

    Yan, Y., Ye, Q., Hu, H., Chen, R., Han, Q. & Wang, L., 2023, (Accepted/In press) Proceedings of the International Conference on Database Systems for Advanced Applications.

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Unified Proof of Work: Delegating and Solving Customized Computationally Bounded Problems in a Privacy-Preserving Way

    Fu, Y., Ye, Q., Du, R. & Hu, H., 2023, Web and Big Data - 6th International Joint Conference, APWeb-WAIM 2022, Proceedings. Li, B., Tao, C., Yue, L., Han, X., Calvanese, D. & Amagasa, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 309-317 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13423 LNCS).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • 2022

    MExMI: Pool-based Active Model Extraction Crossover Membership Inference

    Xiao, Y., Ye, Q., Hu, H., Zheng, H., Fang, C. & Shi, J., Dec 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, p. 1-14 10495258. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    2 Citations (Scopus)

  • Unified Proof of Work: Delegating and Solving Customized Computationally Bounded Problems in A Privacy-preserving Way

    Fu, Y., Ye, Q., Du, R. & Hu, H., Jun 2022, (Accepted/In press) The 6th APWeb-WAIM International Joint Conference on Web and Big Data (APWeb-WAIM), 2022.

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space

    Duan, J., Ye, Q. & Hu, H., May 2022, Proc. of the 38th IEEE International Conference on Data Engineering (ICDE '22). p. 407-419 13 p. 2201.07469

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    10 Citations (Scopus)
  • 2021

    Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting

    Ye, Q., Hu, H., Li, N., Meng, X., Zheng, H. & Yan, H., 10 May 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488899. (Proceedings - IEEE INFOCOM; vol. 2021-May).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    32 Citations (Scopus)

  • Collecting High-Dimensional and Correlation-Constrained Data with Local Differential Privacy

    Du, R., Ye, Q., Fu, Y. & Hu, H., 6 Jul 2021, 2021 18th IEEE International Conference on Sensing, Communication and Networking, SECON 2021. IEEE Computer Society, p. 1-9 9 p. 9491591. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2021-July).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    11 Citations (Scopus)
  • 2020

    Local Differential Privacy: Tools, Challenges, and Opportunities

    Ye, Q. & Hu, H., 19 Jan 2020, Web Information Systems Engineering - WISE 2019 Workshop, Demo, and Tutorial, Revised Selected Papers. U, L. H., Yang, J., Cai, Y., Karlapalem, K., Liu, A. & Huang, X. (eds.). Springer, p. 13-23 11 p. (Communications in Computer and Information Science; vol. 1155 CCIS).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    18 Citations (Scopus)

  • Towards Locally Differentially Private Generic Graph Metric Estimation

    Ye, Q., Hu, H., Au, M. H. A., Meng, X. & Xiao, X., 20 Apr 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. p. 1922-1925 4 p. 9101863. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    37 Citations (Scopus)
  • 2019

    AppPrivacy: Analyzing Data Collection and Privacy Leakage from Mobile App

    Zhu, M., Ye, Q., Yang, X., Meng, X. & Hu, H., 2019, Proc. of 40th IEEE Symposium on Security and Privacy. p. 1-2

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • BDPL: A Boundary Differentially Private Layer Against Machine Learning Model Extraction Attacks

    Zheng, H., Ye, Q., Hu, H., Fang, C. & Shi, J., 23 Sept 2019, Computer Security – ESORICS 2019 - 24th European Symposium on Research in Computer Security, Proceedings. Sako, K., Schneider, S. & Ryan, P. Y. A. (eds.). Springer, p. 66-83 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11735 LNCS).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    33 Citations (Scopus)

  • Mobile data collection and analysis with local differential privacy

    Li, N. & Ye, Q., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 4-7 4 p. 8788771. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    14 Citations (Scopus)

  • PrivKV: Key-value data collection with local differential privacy

    Ye, Q., Hu, H., Meng, X. & Zheng, H., 19 May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 317-331 15 p. 8835348. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    130 Citations (Scopus)