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Dr Angelos Marnerides

Formerly at Lancaster University

  1. 2024
  2. Published

    Adaptive Energy Theft Detection in Smart Grids Using Self-Learning With Dual Neural Network

    Althobaiti, A., Rotsos, C. & Marnerides, A. K., 29/02/2024, In: IEEE Transactions on Industrial Informatics. 20, 2, 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 2022
  4. Published

    An ICT Architecture for Enabling Ancillary Services in Distributed Renewable Energy Sources Based on the SGAM Framework

    Stocker, A., Alshawish, A., Bor, M., Vidler, J., Gouglidis, A., Scott, A., Marnerides, A., de Meer, H. & Hutchison, D., 12/05/2022, In: Energy Informatics. 5, 1, 5.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Practical Intrusion Detection of Emerging Threats

    Mills, R., Marnerides, A., Broadbent, M. & Race, N., 31/03/2022, In: IEEE Transactions on Network and Service Management. 19, 1, p. 582-600 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. 2021
  7. Published

    Energy Theft in Smart Grids: A Survey on Data-Driven Attack Strategies and Detection Methods

    Althobaiti, A., Jindal, A., Marnerides, A. & Roedig, U., 30/11/2021, In: IEEE Access. 9, p. 159291-159312 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Data-driven Energy Theft Detection in Modern Power Grids

    Althobaiti, A., Jindal, A. & Marnerides, A., 28/06/2021, e-Energy '21 : Proceedings of the Twelfth ACM International Conference on Future Energy Systems. New York: ACM, p. 39-48 10 p.

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

  9. 2020
  10. Published

    Ukko: Resilient DRES Management for Ancillary Services using 5G Service Orchestration

    Rotsos, C., Marnerides, A., Magzoub, A., Jindal, A., McCherry, P., Bor, M., Vidler, J. & Hutchison, D., 30/12/2020, 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). IEEE, p. 1-6 6 p.

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

  11. Published

    SCADA-agnostic Power Modelling for Distributed Renewable Energy Sources

    Althobaiti, A., Jindal, A. & Marnerides, A., 9/10/2020, 2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM). IEEE, p. 379-384 6 p.

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

  12. Published

    Encrypted Video Traffic Clustering Demystified

    Dvir, A., Marnerides, A., Dubin, R., Golan, N. & Hajaj, C., 1/09/2020, In: Computers and Security. 96, 9 p., 101917.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    A Flexible ICT Architecture to Support Ancillary Services in Future Electricity Distribution Networks: An Accounting Use Case for DSOs

    Jindal, A., Kronawitter, J., Kühn, R., Bor, M., de Meer, H., Gouglidis, A., Hutchison, D., Marnerides, A., Scott, A. & Mauthe, A., 31/07/2020, In: Energy Informatics. 3, 10 p., 6.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Fast and Furious: Outrunning Windows Kernel Notification Routines from User-Mode

    Ciholas, P., Such, J., Marnerides, A., Green, B., Zhang, J. & Roedig, U., 7/07/2020, Detection of Intrusions and Malware, and Vulnerability Assessment. DIMVA 2020. . Springer, p. 67-88 12 p.

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

  15. Published

    Tackling Energy Theft in Smart Grids through Data-driven Analysis

    Jindal, A., Schaeffer-Filho, A., Marnerides, A., Smith, P., Mauthe, A. & Granville, L., 30/03/2020, 2020 International Conference on Computing, Networking and Communications, ICNC 2020. IEEE, p. 410-414 5 p. 9049793. (2020 International Conference on Computing, Networking and Communications, ICNC 2020).

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

  16. Published

    Profiling IoT-based Botnet Traffic using DNS

    Dwyer, O., Marnerides, A., Giotsas, V. & Mursch, T., 27/02/2020, 2019 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 1-6 6 p.

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

  17. 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/ISSNConference contribution/Paperpeer-review

  18. 2019
  19. 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/Paperpeer-review

  20. 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/Paperpeer-review

  21. Published

    Identifying infected energy systems in the wild

    Marnerides, A., Giotsas, V. & Mursch, T., 25/06/2019, e-Energy 2019 - Proceedings of the 10th ACM International Conference on Future Energy Systems. New York: ACM, p. 263-267 5 p.

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

  22. 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/Paperpeer-review

  23. 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/Paperpeer-review

  24. 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 Journal/MagazineJournal articlepeer-review

  25. 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

  26. 2018
  27. 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 Journal/MagazineJournal articlepeer-review

  28. 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/MagazineJournal articlepeer-review

  29. 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/Paperpeer-review

  30. 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 Journal/MagazineEditorialpeer-review

  31. 2017
  32. 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

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