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Dr Angelos Marnerides

Formerly at Lancaster University

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  1. Published

    Improved Network Traffic Classification Using Ensemble Learning

    Possebon, I., da Silva, A., Granville, L., Schaeffer-Filho, A. & Marnerides, A., 27/01/2020, IEEE Symposium on Computers and Communications (ISCC) 2019. IEEE, p. 1-6 6 p.

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

  2. Published

    Internet traffic characterisation: Third-order statistics & higher-order spectra for precise traffic modelling

    Marnerides, A., Pezaros, D. & Hutchison, D., 7/04/2018, In: Computer Networks. 134, p. 183-201 19 p.

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

  3. Published

    Internet traffic classification using energy time-frequency distributions

    Marnerides, A., Pezaros, D., Kim, H. & Hutchison, D., 9/06/2013, 2013 IEEE International Conference on Communications (ICC). IEEE, p. 2513-2518 6 p.

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

  4. Published

    Malware analysis in cloud computing: network and system characteristics

    Marnerides, A., Watson, M., Shirazi, S. N. U. H., Mauthe, A. & Hutchison, D., 12/2013, Globecom Workshops (GC Wkshps), 2013 IEEE. Piscataway, N.J.: IEEE, p. 482-487 6 p.

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

  5. Published

    Malware detection in cloud computing infrastructures

    Watson, M., Shirazi, S. N. U. H., Marnerides, A., Mauthe, A. U. & Hutchison, D., 03/2016, In: IEEE Transactions on Dependable and Secure Computing. 13, 2, p. 192-205 14 p.

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

  6. Published

    Malware detection in migrated virtual machines

    El-Moussa, F., Mauthe, A. U., Marnerides, A. & Watson, M., 7/12/2017, Patent No. 20170351861

    Research output: Patent

  7. Published

    Malware detection in the cloud under ensemble empirical mode decomposition

    Marnerides, A., Spachos, P., Chatzimisios, P. & Mauthe, A. U., 02/2015, Proceedings of 6th International Conference on Computing, Networking and Communications, IEEE ICNC 2015. IEEE, p. 82-88 7 p.

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

  8. Published

    Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks

    Boukoros, S., Nugaliyadde, A., Marnerides, A., Vassilakis, C., Koutsakis, P. & Wai Wong, K., 14/11/2017, Neural Information Processing. ICONIP 2017. Liu, D., Xie, S., Li, Y., Zhou, D. & El-Alfy, E. S. (eds.). Cham: Springer, p. 57-66 10 p. (Lecture Notes in Computer Science; vol. 10638).

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

  9. Published

    Multi-level resilience in networked environments: concepts and principles

    Ariffin, M. A. M., Marnerides, A. & Mauthe, A. U., 20/07/2017, 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC). IEEE, p. 272-275 4 p.

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

  10. Unpublished

    On characterisation and decomposition of internet traffic dynamics

    Marnerides, A., 2011, (Unpublished) Lancaster University. 227 p.

    Research output: Thesis › Doctoral Thesis

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