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Dr Zhengxin Yu

Senior Research Associate

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  1. Published

    PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models.

    Hackett, W., Trawicki, S., Yu, Z., Suri, N. & Garraghan, P., 13/09/2022, In: arXiv. abs/2209.06300, 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 1/10/2022, In: arXiv. abs/2210.00325, 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 31/08/2023, In: ACM Transactions on Privacy and Security. 26, 3, p. 1-39 39 p., 33.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. E-pub ahead of print

    Privacy-preserving federated deep learning for cooperative hierarchical caching in fog computing

    Yu, Z., Hu, J., Min, G., Wang, Z., Miao, W. & Li, S., 18/05/2021, (E-pub ahead of print) In: IEEE Internet of Things Journal. 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Proactive Content Caching for Internet-of-Vehicles based on Peer-to-Peer Federated Learning

    Yu, Z., Hu, J., Min, G., Xu, H. & Mills, J., 2/12/2020, p. 601-608. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  7. Published

    RAFL: A Robust and Adaptive Federated Meta-Learning Framework Against Adversaries

    Yu, Z., Lu, Y. & Suri, N., 1/11/2023, 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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