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Security Lancaster (Secure Machine Learning and Intelligence)

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  1. 2023
  2. Published

    Cluster Control and Energy Consumption Minimization for Cooperative Prediction Based Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q., Pervaiz, H. & Min, G., 30/09/2023, In: IEEE Transactions on Communications. 71, 9, p. 5580 - 5594 14 p.

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

  3. Published

    Computation Offloading for Tasks with Bound Constraints in Multi-access Edge Computing

    Li, K., Wang, X., He, Q., Ni, Q., Yang, M., Huang, M. & Dustdar, S., 30/09/2023, In: IEEE Internet of Things Journal. 10, 17, p. 15526-15536 11 p., 17.

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

  4. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

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

  5. 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

  6. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C.-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

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

  7. Published

    Reinforcement learning-based allocation of fog nodes for cloud-based smart grid

    Jamshed, M. A., Ismail, M., Pervaiz, H., Atat, R., Bayram, I. S. & Ni, Q., 30/06/2023, In: e-Prime - Advances in Electrical Engineering, Electronics and Energy. 4, 11 p., 100144.

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

  8. Published

    The influence of geopolitics on polar research – Options for HM Government

    Germond, B. & Suri, N., 8/06/2023

    Research output: Exhibits, objects and web-based outputs › Blog

  9. Published

    Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers

    Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T. & Shen, Q., 31/05/2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1703-1715 13 p.

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

  10. Published

    Privacy Preservation for Federated Learning with Robust Aggregation in Edge Computing

    Liu, W., Xu, X., Li, D., Qi, L., Dai, F., Dou, W. & Ni, Q., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7343-7355 13 p.

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

  11. Published

    Filter pruning with uniqueness mechanism in the frequency domain for efficient neural networks

    Zhang, S., Gao, M., Ni, Q. & Han, J., 14/04/2023, In: Neurocomputing. 530, p. 116-124 9 p.

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

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