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Dr Angelos Marnerides

Lecturer in Computer Networking

  1. 2019
  2. Forthcoming

    Tackling Energy Theft in Smart Grids through Data-driven Analysis

    Jindal, A., Schaeffer-Filho, A., Marnerides, A., Smith, P., Mauthe, A. & Granville, L., 15/09/2019, (Accepted/In press) IEEE ICNC 2020. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  3. Forthcoming

    Profiling IoT-based Botnet Traffic using DNS

    Dwyer, O., Marnerides, A., Giotsas, V. & Mursch, T., 15/07/2019, (Accepted/In press) IEEE GLOBECOM 2019. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  4. Published

    Identifying Security Challenges in Renewable Energy Systems: A Wind Turbine Case Study

    Jindal, A., Marnerides, A., Scott, A. & Hutchison, D., 28/06/2019, e-Energy '19 Proceedings of the Tenth ACM International Conference on Future Energy Systems. New York: ACM, p. 370-372 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  5. Published

    Adversarial Machine Learning in Smart Energy Systems

    Bor, M., Marnerides, A., Molineux, A., Wattam, S. & Roedig, U., 25/06/2019, e-Energy '19 Proceedings of the Tenth ACM International Conference on Future Energy Systems. New York: ACM, p. 413-415 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  6. Published

    Communication standards for distributed renewable energy sources integration in future electricity distribution networks

    Jindal, A., Marnerides, A., Gouglidis, A., Mauthe, A. U. & Hutchison, D., 12/05/2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 8390-8393 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  7. Forthcoming

    Identifying infected energy systems in the wild

    Marnerides, A., Giotsas, V. & Mursch, T., 15/04/2019, (Accepted/In press) Tenth ACM International Conference on Future Energy Systems (ACM e-Energy). New York: ACM

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  8. Forthcoming

    Improved Network Traffic Classification Using Ensemble Learning

    Possebon, I., da Silva, A., Granville, L., Schaeffer-Filho, A. & Marnerides, A., 12/04/2019, (Accepted/In press) IEEE Symposium on Computers and Communications (ISCC) 2019. IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  9. Published

    Clustering the Unknown - The Youtube Case

    Dvir, A., Marnerides, A., Dubin, R. & Golan, N., 18/02/2019, IEEE International Conference on Computing, Networking and Communications (IEEE ICNC 2019). IEEE, p. 402-407 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  10. Published

    Efficient, Secure and Privacy-Preserving PMIPv6 Protocol for V2G Networks

    Hashem Eiza, M., Shi, Q., Marnerides, A., Owens, T. & Ni, Q., 01/2019, In : IEEE Transactions on Vehicular Technology. 68, 1, p. 19-33 15 p.

    Research output: Contribution to journalJournal article

  11. Published

    FUJITSU White Paper: Cyber Threat Lab

    Marnerides, A., Prince, D., Couzins, J., Mills, R., Giotsas, V., McEvatt, P., Markham, D. & Irvine, C., 2019, FUJITSU .

    Research output: Other contribution

  12. 2018
  13. Published

    An Inter-domain Collaboration Scheme to Remedy DDoS Attacks in Computer Networks

    Simpson, S., Shirazi, S. N., Marnerides, A., Jouet, S., Pezaros, D. & Hutchison, D., 1/09/2018, In : IEEE Transactions on Network and Service Management. 15, 3, p. 879-893 15 p.

    Research output: Contribution to journalJournal article

  14. 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 journalJournal article

  15. Published

    Appliance-level Short-term Load Forecasting using Deep Neural Networks

    Ud Din, G. M., Mauthe, A. U. & Marnerides, A., 8/03/2018, 2018 International Conference on Computing, Networking and Communications (ICNC). IEEE, p. 53-57 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  16. Published

    Guest Editorial: Body Sensor Networks

    Koutsakis, P., Spachos, P. & Marnerides, A., 29/01/2018, In : IET Wireless Sensor Systems. 8, 1, p. 1-2 2 p.

    Research output: Contribution to journalEditorial

  17. 2017
  18. 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

  19. 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/ISSNConference contribution/Paper

  20. Published

    Uncertainty-driven Ensemble Forecasting of QoS in Software Defined Networks

    Kolomvatsos, K., Anagnostopoulos, C., Marnerides, A., Ni, Q., Hadjiefthymiades, S. & Pezaros, D., 4/09/2017, Computers and Communications (ISCC), 2017 IEEE Symposium on. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  21. Published

    Distributed, multi-level network anomaly detection for datacentre networks

    Iordache, M., Jouet, S., Marnerides, A. & Pezaros, D., 31/07/2017, IEEE International Conference on Communications (ICC) 2017. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  22. Published

    A programmable SDN+NFV-based architecture for UAV telemetry monitoring

    White, K., Denney, E., Knudson, M. D., Marnerides, A. & Pezaros, D., 20/07/2017, 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC). IEEE, p. 522-527 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  23. 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/ISSNConference contribution/Paper

  24. Published

    Short term power load forecasting using Deep Neural Networks

    Ud Din, G. M. & Marnerides, A., 26/01/2017, 2017 International Conference on Computing, Networking and Communications (ICNC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  25. Published

    A Situation Aware Information Infrastructure (SAI^2) Framework

    Marnerides, A., Pezaros, D., Jose, J., Mauthe, A. U. & Hutchison, D., 2017, Smart Objects and Technologies for Social Good Second International Conference, GOODTECHS 2016, Venice, Italy, November 30 – December 1, 2016, Proceedings. Gaggi, O., Manzoni, P., Palazzi, C., Bujari, A. & Marquez-Barja, J. (eds.). Cham: Springer, p. 186-194 9 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 195).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  26. 2016
  27. Published

    Secure and privacy-aware proxy mobile IPv6 protocol for vehicle-to-grid networks

    Hashem-Eiza, M., Shi, Q., Marnerides, A. & Owens, T., 22/05/2016, 2016 IEEE International Conference on Communications (ICC). IEEE, 6 p. 7510934

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  28. 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 journalJournal article

  29. Published

    Analysis and characterisation of botnet scan traffic

    Marnerides, A. & Mauthe, A. U., 15/02/2016, 2016 International Conference on Computing, Networking and Communications (ICNC). IEEE, p. 1-7 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  30. 2015
  31. Published

    SDN-PANDA: Software-Defined Network Platform for ANomaly Detection Applications

    Granby, B., Askwith, R. & Marnerides, A., 10/11/2015, 2015 IEEE 23rd International Conference on Network Protocols (ICNP). IEEE, p. 463-466 4 p. (2015 IEEE 23rd International Conference on Network Protocols (ICNP)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  32. Published

    Tool support for the evaluation of anomaly traffic classification for network resilience

    da Silva, A., Wickboldt, J., Schaeffer-Filho, A., Marnerides, A. & Mauthe, A. U., 6/07/2015, Proceedings of 20th IEEE Symposium on Computers and Communications, ISCC2015. IEEE, p. 514-519 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  33. Published

    Fault diagnosis in DSL networks using support vector machines

    Marnerides, A., Malinowski, S., Morla, R. & Kim, H. S., 15/05/2015, In : Computer Communications. 62, p. 72-84 13 p.

    Research output: Contribution to journalJournal article

  34. Published

    A multi-level resilience framework for unified networked environments

    Marnerides, A., Bhandari, A., Murthy, H. & Mauthe, A. U., 05/2015, Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on. IEEE, p. 1369-1372 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  35. 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/ISSNConference contribution/Paper

  36. Published

    Power consumption profiling using energy time-frequency distributions in smart grids

    Marnerides, A., Schaeffer-Filho, A., Smith, P. & Mauthe, A., 01/2015, In : IEEE Communications Letters. 19, 1, p. 46-49 4 p.

    Research output: Contribution to journalJournal article

  37. Published

    Anomaly detection in cloud environments

    Marnerides, A., 2015, Resource Management of Mobile Cloud Computing Networks and Environments. IGI Global, p. 43-67 25 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  38. 2014
  39. Published

    Traffic anomaly diagnosis in Internet backbone networks: a survey

    Marnerides, A., Schaeffer-Filho, A. & Mauthe, A., 14/11/2014, In : Computer Networks. 73, p. 224-243 20 p.

    Research output: Contribution to journalJournal article

  40. Published

    Assessing the impact of intra-cloud live migration on anomaly detection

    Shirazi, S. N. U. H., Simpson, S., Marnerides, A., Watson, M., Mauthe, A. & Hutchison, D., 10/2014, Proceedings of 3rd IEEE International Conference on Cloud Networking, IEEE CloudNet 2014. IEEE, p. 52-57 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  41. Published

    Content Relevance Opportunistic Routing for Wireless Multimedia Sensor Networks

    Spachos, P., Marnerides, A. & Hatzinakos, D., 27/04/2014, 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 263-268 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  42. Published

    Towards a distributed, self-organising approach to malware detection in cloud computing

    Watson, M. R., Shirazi, S. N. U. H., Marnerides, A. K., Mauthe, A. & Hutchison, D., 2014, Self-organizing systems : 7th IFIP TC 6 International Workshop, IWSOS 2013, Palma de Mallorca, Spain, May 9-10, 2013, Revised Selected Papers. Elmenreich, W., Dressler, F. & Loreto, V. (eds.). Berlin: Springer Verlag, p. 182-185 4 p. (Lecture Notes in Computer Science; vol. 8221).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  43. 2013
  44. 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/ISSNConference contribution/Paper

  45. Published

    On the comprehension of DSL SyncTrap events in IPTV networks

    Marnerides, A., Malinowski, S., Morla, R., Rodrigues, M. R. D. & Kim, H. S., 7/07/2013, 2013 IEEE Symposium on Computers and Communications (ISCC) . IEEE, p. 670-675 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  46. Published

    A multilevel approach towards challenge detection in cloud computing

    Shirazi, S. N. U. H., Watson, M., Marnerides, A., Mauthe, A. & Hutchison, D., 07/2013, Cyberpatterns 2013 : Proceedings of the Second International Workshop on Cyberpatterns . Oxford: Oxford Brookes University, p. 103-107 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  47. 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/ISSNConference contribution/Paper

  48. 2012
  49. Published

    Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy

    Marnerides, A., Malinowski, S., Morla, R., Rodrigues, M. R. D. & Kim, H. S., 3/12/2012, 2012 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 2779-2784 6 p. (2012 IEEE Global Communications Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  50. 2011
  51. Unpublished

    On characterisation and decomposition of internet traffic dynamics

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

    Research output: ThesisDoctoral Thesis

  52. 2010
  53. Published

    Autonomic diagnosis of anomalous network traffic.

    Marnerides, A., Pezaros, D. P. & Hutchison, D., 14/06/2010. 0 p.

    Research output: Contribution to conference - Without ISBN/ISSN Other

  54. 2009
  55. Published

    Unsupervised two-class & multi-class support vector machines for abnormal traffic characterization.

    Marnerides, A., Pezaros, D. P., Kim, H. & Hutchison, D., 1/04/2009.

    Research output: Contribution to conference - Without ISBN/ISSN Other

  56. 2008
  57. Published

    Detection and mitigation of abnormal traffic behaviour in autonomic networked environments.

    Marnerides, A., Pezaros, D. P. & Hutchison, D., 9/12/2008, CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference. New York: ACM, 51

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  58. Published

    Flash Crowd Detection within the realms of an Internet Service Provider (ISP)

    Marnerides, A., Pezaros, D. & Hutchison, D., 23/06/2008. 6 p.

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

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