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/ISSN › Chapter

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review

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/ISSN › Conference contribution/Paper › peer-review