The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine Learning

Dishita Naik, Nitin Naik

Research output: Chapter in Book/Published conference outputConference publication

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  • 2024

    Analysing Cyberattacks Using Attack Tree and Fuzzy Rules

    Naik, N., Jenkins, P., Grace, P., Naik, D., Prajapat, S., Song, J., Xu, J. & M. Czekster, R., 1 Feb 2024, Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). p. 364-378 (Advances in Computational Intelligence Systems; vol. 1453).

    Research output: Chapter in Book/Published conference outputConference publication

  • An Introduction to Federated Learning: Working, Types, Benefits and Limitations

    Naik, D. & Naik, N., 1 Feb 2024, Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). p. 3-17 (Advances in Computational Intelligence Systems ; vol. 1453).

    Research output: Chapter in Book/Published conference outputConference publication

  • Artificial Intelligence (AI) Applications in Chemistry

    Naik, I., Naik, D. & Naik, N., 1 Feb 2024, Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). Springer, p. 545-557 13 p. (Advances in Computational Intelligence Systems; vol. 1453).

    Research output: Chapter in Book/Published conference outputConference publication

  • Cyberattack Analysis Utilising Attack Tree with Weighted Mean Probability and Risk of Attack

    Naik, N., Jenkins, P., Grace, P., Prajapat, S., Song, J., Xu, J. & M. Czekster, R., 1 Feb 2024, Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). p. 351-363 (Advances in Computational Intelligence Systems; vol. 1453).

    Research output: Chapter in Book/Published conference outputConference publication

  • Demystifying the Working, Types, Benefits and Limitations of Chatbots

    Naik, I., Naik, D. & Naik, N., 1 Feb 2024, Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6–8, 2023, Birmingham, UK. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). p. 558-566 (Advances in Computational Intelligence Systems; vol. 1453).

    Research output: Chapter in Book/Published conference outputConference publication