Items where Author is "Marnerides, Angelos"

Althobaiti, Ahlam and Marnerides, Angelos and Rotsos, Charalampos (2023) On Energy Theft Attack Detection in Smart Grids Using Machine Learning. PhD thesis, Lancaster University.

Stocker, Armin and Alshawish, Ali and Bor, Martin and Vidler, John and Gouglidis, Antonios and Scott, Andrew and Marnerides, Angelos and de Meer, Hermann and Hutchison, David (2022) An ICT Architecture for Enabling Ancillary Services in Distributed Renewable Energy Sources Based on the SGAM Framework. Energy Informatics, 5 (1): 5. ISSN 2520-8942

Mills, Ryan and Marnerides, Angelos and Broadbent, Matthew and Race, Nicholas (2022) Practical Intrusion Detection of Emerging Threats. IEEE Transactions on Network and Service Management, 19 (1). pp. 582-600. ISSN 1932-4537

Althobaiti, Ahlam and Jindal, Anish and Marnerides, Angelos and Roedig, Utz (2021) Energy Theft in Smart Grids : A Survey on Data-Driven Attack Strategies and Detection Methods. IEEE Access, 9. pp. 159291-159312. ISSN 2169-3536

Althobaiti, Ahlam and Jindal, Anish and Marnerides, Angelos (2021) Data-driven Energy Theft Detection in Modern Power Grids. In: e-Energy '21 : Proceedings of the Twelfth ACM International Conference on Future Energy Systems. ACM, ITA, pp. 39-48. ISBN 9781450383332

Rotsos, Charalampos and Marnerides, Angelos and Magzoub, Abubakr and Jindal, Anish and McCherry, Paul and Bor, Martin and Vidler, John and Hutchison, David (2020) Ukko : Resilient DRES Management for Ancillary Services using 5G Service Orchestration. In: 2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) :. IEEE, pp. 1-6. ISBN 9781728161273

Althobaiti, Ahlam and Jindal, Anish and Marnerides, Angelos (2020) SCADA-agnostic Power Modelling for Distributed Renewable Energy Sources. In: 2020 IEEE 21st International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM) :. IEEE, IRL, pp. 379-384. ISBN 9781728173740

Dvir, Amit and Marnerides, Angelos and Dubin, Ran and Golan, Nehor and Hajaj, Chen (2020) Encrypted Video Traffic Clustering Demystified. Computers and Security, 96: 101917. ISSN 0167-4048

Jindal, Anish and Kronawitter, Jakob and Kühn, Ramona and Bor, Martin and de Meer, Hermann and Gouglidis, Antonios and Hutchison, David and Marnerides, Angelos and Scott, Andrew and Mauthe, Andreas (2020) A Flexible ICT Architecture to Support Ancillary Services in Future Electricity Distribution Networks : An Accounting Use Case for DSOs. Energy Informatics, 3: 6. ISSN 2520-8942

Ciholas, Pierre and Such, Jose and Marnerides, Angelos and Green, Benjamin and Zhang, Jiajie and Roedig, Utz (2020) Fast and Furious : Outrunning Windows Kernel Notification Routines from User-Mode. In: Detection of Intrusions and Malware, and Vulnerability Assessment. DIMVA 2020.  :. Springer, PRT, pp. 67-88. ISBN 9783030526825

Jindal, Anish and Schaeffer-Filho, Alberto and Marnerides, Angelos and Smith, Paul and Mauthe, Andreas and Granville, Lisandro (2020) Tackling Energy Theft in Smart Grids through Data-driven Analysis. In: 2020 International Conference on Computing, Networking and Communications, ICNC 2020 :. 2020 International Conference on Computing, Networking and Communications, ICNC 2020 . IEEE, USA, pp. 410-414. ISBN 9781728149059

Dwyer, Owen and Marnerides, Angelos and Giotsas, Vasileios and Mursch, Troy (2020) Profiling IoT-based Botnet Traffic using DNS. In: 2019 IEEE Global Communications Conference (GLOBECOM) :. IEEE, pp. 1-6. ISBN 9781728109626

Possebon, Isadora and da Silva, Anderson and Granville, Lisandro and Schaeffer-Filho, Alberto and Marnerides, Angelos (2020) Improved Network Traffic Classification Using Ensemble Learning. In: IEEE Symposium on Computers and Communications (ISCC) 2019 :. IEEE, ESP, pp. 1-6. ISBN 9781728129990

Kibirige Mukisa, Sarah and Marnerides, Angelos (2019) A framework for privacy aware design in future mobile applications. PhD thesis, Lancaster University.

Jindal, Anish and Marnerides, Angelos and Scott, Andrew and Hutchison, David (2019) Identifying Security Challenges in Renewable Energy Systems : A Wind Turbine Case Study. In: e-Energy '19 Proceedings of the Tenth ACM International Conference on Future Energy Systems :. ACM, USA, pp. 370-372. ISBN 9781450366717

Bor, Martin and Marnerides, Angelos and Molineux, Andy and Wattam, Steve and Roedig, Utz (2019) Adversarial Machine Learning in Smart Energy Systems. In: e-Energy '19 Proceedings of the Tenth ACM International Conference on Future Energy Systems :. ACM, USA, pp. 413-415. ISBN 9781450366717

Marnerides, Angelos and Giotsas, Vasileios and Mursch, Troy (2019) Identifying infected energy systems in the wild. In: e-Energy 2019 - Proceedings of the 10th ACM International Conference on Future Energy Systems :. ACM, USA, pp. 263-267. ISBN 9781450366717

Jindal, Anish and Marnerides, Angelos and Gouglidis, Antonios and Mauthe, Andreas Ulrich and Hutchison, David (2019) Communication standards for distributed renewable energy sources integration in future electricity distribution networks. In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) :. IEEE, GBR, pp. 8390-8393. ISBN 9781479981328

Dvir, Amit and Marnerides, Angelos and Dubin, Ran and Golan, Nehor (2019) Clustering the Unknown - The Youtube Case. In: IEEE International Conference on Computing, Networking and Communications (IEEE ICNC 2019) :. IEEE, USA, pp. 402-407. ISBN 9781538692240

Hashem Eiza, Mahmoud and Shi, Qi and Marnerides, Angelos and Owens, Thomas and Ni, Qiang (2019) Efficient, Secure and Privacy-Preserving PMIPv6 Protocol for V2G Networks. IEEE Transactions on Vehicular Technology, 68 (1). pp. 19-33. ISSN 0018-9545

Marnerides, Angelos and Prince, Daniel and Couzins, John and Mills, Ryan and Giotsas, Vasileios and McEvatt, Paul and Markham, David and Irvine, Catherine (2019) FUJITSU White Paper: Cyber Threat Lab. FUJITSU.

Simpson, Steven and Shirazi, Syed Noorulhassan and Marnerides, Angelos and Jouet, Simon and Pezaros, Dimitrios and Hutchison, David (2018) An Inter-domain Collaboration Scheme to Remedy DDoS Attacks in Computer Networks. IEEE Transactions on Network and Service Management, 15 (3). pp. 879-893. ISSN 1932-4537

Marnerides, Angelos and Pezaros, Dimitrios and Hutchison, David (2018) Internet traffic characterisation : Third-order statistics & higher-order spectra for precise traffic modelling. Computer Networks, 134. pp. 183-201. ISSN 1389-1286

Ud Din, Ghulam Mohi and Mauthe, Andreas Ulrich and Marnerides, Angelos (2018) Appliance-level Short-term Load Forecasting using Deep Neural Networks. In: 2018 International Conference on Computing, Networking and Communications (ICNC) :. IEEE, pp. 53-57. ISBN 9781538636527

El-Moussa, Fadi (2017) Malware detection in migrated virtual machines. 20170351861.

Boukoros, Spyros and Nugaliyadde, Anupiya and Marnerides, Angelos and Vassilakis, Costas and Koutsakis, Polychronis and Wai Wong, Kok (2017) Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks. In: Neural Information Processing. ICONIP 2017 :. Lecture Notes in Computer Science . Springer, Cham, pp. 57-66. ISBN 9783319701387

Kolomvatsos, Kostas and Anagnostopoulos, Christos and Marnerides, Angelos and Ni, Qiang and Hadjiefthymiades, Stathes and Pezaros, Dimitrios (2017) Uncertainty-driven Ensemble Forecasting of QoS in Software Defined Networks. In: Computers and Communications (ISCC), 2017 IEEE Symposium on :. IEEE, GRC. ISBN 9781538616307

Iordache, Mircea and Jouet, Simon and Marnerides, Angelos and Pezaros, Dimitrios (2017) Distributed, multi-level network anomaly detection for datacentre networks. In: IEEE International Conference on Communications (ICC) 2017 :. IEEE, FRA. ISBN 9781467390002

Ariffin, Muhammad Azizi Mohd and Marnerides, Angelos and Mauthe, Andreas Ulrich (2017) Multi-level resilience in networked environments : concepts and principles. In: 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC) :. IEEE, USA, pp. 272-275. ISBN 9781509061976

White, Kyle and Denney, Ewen and Knudson, Matt D. and Marnerides, Angelos and Pezaros, Dimitrios (2017) A programmable SDN+NFV-based architecture for UAV telemetry monitoring. In: 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC) :. IEEE, USA, pp. 522-527. ISBN 9781509061976

Ud Din, Ghulam Mohi and Marnerides, Angelos (2017) Short term power load forecasting using Deep Neural Networks. In: 2017 International Conference on Computing, Networking and Communications (ICNC) :. IEEE, USA. ISBN 9781509045891

Marnerides, Angelos and Pezaros, Dimitrios and Jose, Joemon and Mauthe, Andreas Ulrich and Hutchison, David (2017) A Situation Aware Information Infrastructure (SAI^2) Framework. In: Smart Objects and Technologies for Social Good Second International Conference, GOODTECHS 2016, Venice, Italy, November 30 – December 1, 2016, Proceedings :. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering . Springer, Cham, pp. 186-194. ISBN 9783319619484

Hashem-Eiza, Mahmoud and Shi, Qi and Marnerides, Angelos and Owens, Thomas (2016) Secure and privacy-aware proxy mobile IPv6 protocol for vehicle-to-grid networks. In: 2016 IEEE International Conference on Communications (ICC) :. IEEE, MYS. ISBN 9781479966653

Watson, Michael and Shirazi, Syed Noor Ul Hassan and Marnerides, Angelos and Mauthe, Andreas Ulrich and Hutchison, David (2016) Malware detection in cloud computing infrastructures. IEEE Transactions on Dependable and Secure Computing, 13 (2). pp. 192-205. ISSN 1545-5971

Marnerides, Angelos and Mauthe, Andreas Ulrich (2016) Analysis and characterisation of botnet scan traffic. In: 2016 International Conference on Computing, Networking and Communications (ICNC) :. IEEE, USA, pp. 1-7. ISBN 9781467385794

Granby, Brian and Askwith, Robert and Marnerides, Angelos (2015) SDN-PANDA : Software-Defined Network Platform for ANomaly Detection Applications. In: 2015 IEEE 23rd International Conference on Network Protocols (ICNP) :. 2015 IEEE 23rd International Conference on Network Protocols (ICNP) . IEEE, USA, pp. 463-466. ISBN 9781467382953

da Silva, Anderson and Wickboldt, Juliano and Schaeffer-Filho, Alberto and Marnerides, Angelos and Mauthe, Andreas Ulrich (2015) Tool support for the evaluation of anomaly traffic classification for network resilience. In: Proceedings of 20th IEEE Symposium on Computers and Communications, ISCC2015 :. IEEE, pp. 514-519. ISBN 9781467371957

Marnerides, Angelos and Malinowski, Simon and Morla, Ricardo and Kim, Hyong S. (2015) Fault diagnosis in DSL networks using support vector machines. Computer Communications, 62. pp. 72-84. ISSN 0140-3664

Marnerides, Angelos and Bhandari, A. and Murthy, Hemma and Mauthe, Andreas Ulrich (2015) A multi-level resilience framework for unified networked environments. In: Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on :. IEEE, pp. 1369-1372. ISBN 9783901882760

Marnerides, Angelos and Spachos, Petros and Chatzimisios, Periklis and Mauthe, Andreas Ulrich (2015) Malware detection in the cloud under ensemble empirical mode decomposition. In: Proceedings of 6th International Conference on Computing, Networking and Communications, IEEE ICNC 2015 :. IEEE, pp. 82-88. ISBN 9781479969593

Marnerides, Angelos and Schaeffer-Filho, Alberto and Smith, Paul and Mauthe, Andreas (2015) Power consumption profiling using energy time-frequency distributions in smart grids. IEEE Communications Letters, 19 (1). pp. 46-49. ISSN 1089-7798

Marnerides, Angelos (2015) Anomaly detection in cloud environments. In: Resource Management of Mobile Cloud Computing Networks and Environments :. IGI Global, pp. 43-67. ISBN 9781466682252

Marnerides, Angelos and Schaeffer-Filho, Alberto and Mauthe, Andreas (2014) Traffic anomaly diagnosis in Internet backbone networks : a survey. Computer Networks, 73. pp. 224-243. ISSN 1389-1286

Shirazi, Syed Noor Ul Hassan and Simpson, Steven and Marnerides, Angelos and Watson, Michael and Mauthe, Andreas and Hutchison, David (2014) Assessing the impact of intra-cloud live migration on anomaly detection. In: Proceedings of 3rd IEEE International Conference on Cloud Networking, IEEE CloudNet 2014 :. IEEE, pp. 52-57. ISBN 9781479927302

Spachos, Petros and Marnerides, Angelos and Hatzinakos, Dimitris (2014) Content Relevance Opportunistic Routing for Wireless Multimedia Sensor Networks. In: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) :. IEEE, pp. 263-268. ISBN 9781479930890

Marnerides, Angelos and Watson, Michael and Shirazi, Syed Noor Ul Hassan and Mauthe, Andreas and Hutchison, David (2013) Malware analysis in cloud computing : network and system characteristics. In: Globecom Workshops (GC Wkshps), 2013 IEEE :. IEEE, USA, pp. 482-487.

Marnerides, Angelos and Malinowski, Simon and Morla, Ricardo and Rodrigues, Miguel R. D. and Kim, Hyong S. (2013) On the comprehension of DSL SyncTrap events in IPTV networks. In: 2013 IEEE Symposium on Computers and Communications (ISCC) :. IEEE, DEU, pp. 670-675. ISBN 9781479937561

Shirazi, Syed Noor Ul Hassan and Watson, Michael and Marnerides, Angelos and Mauthe, Andreas and Hutchison, David (2013) A multilevel approach towards challenge detection in cloud computing. In: Cyberpatterns 2013 : Proceedings of the Second International Workshop on Cyberpatterns. Oxford Brookes University, GBR, pp. 103-107.

Marnerides, Angelos and Pezaros, Dimitrios and Kim, Hyun-chul and Hutchison, David (2013) Internet traffic classification using energy time-frequency distributions. In: 2013 IEEE International Conference on Communications (ICC) :. IEEE, BHS, pp. 2513-2518. ISBN 9781467331203

Marnerides, Angelos and Malinowski, Simon and Morla, Ricardo and Rodrigues, Miguel R. D. and Kim, Hyong S. (2012) Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy. In: 2012 IEEE Global Communications Conference (GLOBECOM) :. 2012 IEEE Global Communications Conference . IEEE, CAN, pp. 2779-2784. ISBN 9781467309202

Marnerides, Angelos and Hutchison, David and Mauthe, Andreas (2011) On characterisation and decomposition of internet traffic dynamics. PhD thesis, Lancaster University.

Marnerides, Angelos and Pezaros, Dimitrios P. and Hutchison, David (2010) Autonomic diagnosis of anomalous network traffic. In: 11th IEEE WoWMoM Conference Autonomic and Opportunistic Communications Workshop 2010, 2010-06-14 - 2010-06-17.

Marnerides, Angelos and Pezaros, Dimitrios P. and Kim, Hyun-chul and Hutchison, David (2009) Unsupervised two-class & multi-class support vector machines for abnormal traffic characterization. In: Passive and Active Measurements (PAM) Conference Student Workshop 2009, 2009-01-01 - 2009-01-04.

Marnerides, Angelos and Pezaros, Dimitrios P. and Hutchison, David (2008) Detection and mitigation of abnormal traffic behaviour in autonomic networked environments. In: CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference :. ACM, Madrid, Spain. ISBN 9781605582108

Marnerides, Angelos and Pezaros, D. and Hutchison, David (2008) Flash Crowd Detection within the realms of an Internet Service Provider (ISP). In: The 9th Annual Postgraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting, 2008-06-23 - 2008-06-24.