Angelos K. Marnerides

67 papers A 1B 7C 8Misc 7Journal 21Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BotPro: Data-driven tracking & profiling of IoT botnets in the wild. Comput. Secur. Hatem A. Almazarqi, Mathew Woodyard, Angelos K. Marnerides
2025	J	`jnl`	Advanced Persistent Threats Based on Supply Chain Vulnerabilities: Challenges, Solutions, and Future Directions. IEEE Internet Things J. Zhuoran Tan, Shameem Puthiya Parambath, Christos Anagnostopoulos, Jeremy Singer, Angelos K. Marnerides
2025	—	`conf`	Drift-aware Unsupervised Detection of Stealthy FDIA Towards Energy Market. SmartGridComm Ghadeer O. Alsharif, Christos Anagnostopoulos, Angelos K. Marnerides
2025	C	`conf`	Dynamics of Large-Scale DDoS Attacks Orchestrated by IoT Botnets. ISCC Hatem A. Almazarqi, Mathew Woodyard, Angelos K. Marnerides
2025	J	`jnl`	Energy Market Manipulation via False-Data Injection Attacks: A Review. IEEE Access Ghadeer O. Alsharif, Christos Anagnostopoulos, Angelos K. Marnerides
2025	J	`jnl`	FuzzRDUCC: Fuzzing with Reconstructed Def-Use Chain Coverage. CoRR Kai Feng, Jeremy Singer, Angelos K. Marnerides
2025	—	`conf`	PQClass: Classification of Post-Quantum Encryption Applications in Internet Traffic. ICC Angelos K. Marnerides, Chen Hajaj, Revital Marbel, Ran Dubin, Amit Dvir
2025	C	`conf`	Stratification and Profiling of IoT Botnet Variants. ISCC Michael Photiades, Mathew Woodyard, Hatem A. Almazarqi, Angelos K. Marnerides
2024	J	`jnl`	Adaptive Energy Theft Detection in Smart Grids Using Self-Learning With Dual Neural Network. IEEE Trans. Ind. Informatics Ahlam Althobaiti, Charalampos Rotsos, Angelos K. Marnerides
2024	—	`conf`	Macroscopic Insights of IoT Botnet Dynamics Via AS-level Tolerance Assessment. ICC Hatem A. Almazarqi, Mathew Woodyard, Angelos K. Marnerides
2024	J	`jnl`	Sizzler: Sequential Fuzzing in Ladder Diagrams for Vulnerability Detection and Discovery in Programmable Logic Controllers. IEEE Trans. Inf. Forensics Secur. Kai Feng, Marco M. Cook, Angelos K. Marnerides
2023	J	`jnl`	A Survey on Industrial Control System Digital Forensics: Challenges, Advances and Future Directions. IEEE Commun. Surv. Tutorials Marco M. Cook, Angelos K. Marnerides, Chris W. Johnson, Dimitrios Pezaros
2023	J	`jnl`	PLCPrint: Fingerprinting Memory Attacks in Programmable Logic Controllers. IEEE Trans. Inf. Forensics Secur. Marco M. Cook, Angelos K. Marnerides, Dimitrios Pezaros
2023	—	`conf`	Tracking IoT P2P Botnet Loaders in the Wild. ICC Hatem A. Almazarqi, Mathew Woodyard, Troy Mursch, Dimitrios Pezaros, Angelos K. Marnerides
2022	J	`jnl`	An ICT architecture for enabling ancillary services in Distributed Renewable Energy Sources based on the SGAM framework. Energy Inform. Armin Stocker, Ali Alshawish, Martin C. Bor, John Edward Vidler, Antonios Gouglidis, Andrew Scott, Angelos K. Marnerides, Hermann de Meer, David Hutchison
2022	—	`conf`	Anomaly Diagnosis in Cyber-Physical Systems. ICC Marco M. Cook, Cory Paterson, Angelos K. Marnerides, Dimitrios Pezaros
2022	B	`conf`	Macroscopic Analysis of IoT Botnets. GLOBECOM Hatem A. Almazarqi, Mathew Woodyard, Troy Mursch, Dimitrios Pezaros, Angelos K. Marnerides
2022	J	`jnl`	Practical Intrusion Detection of Emerging Threats. IEEE Trans. Netw. Serv. Manag. Ryan Mills, Angelos K. Marnerides, Matthew Broadbent, Nicholas J. P. Race
2021	—	`conf`	Data-driven Energy Theft Detection in Modern Power Grids. e-Energy Ahlam Althobaiti, Anish Jindal, Angelos K. Marnerides
2021	J	`jnl`	Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems. IEEE Trans. Emerg. Top. Comput. Intell. Ghulam Mohi Ud Din, Angelos K. Marnerides, Qi Shi, Chelsea Dobbins, Áine MacDermott
2021	J	`jnl`	Energy Theft in Smart Grids: A Survey on Data-Driven Attack Strategies and Detection Methods. IEEE Access Ahlam Althobaiti, Anish Jindal, Angelos K. Marnerides, Utz Roedig
2021	B	`conf`	Profiling IoT Botnet Activity in the Wild. GLOBECOM Hatem A. Almazarqi, Angelos K. Marnerides, Troy Mursch, Mathew Woodyard, Dimitrios Pezaros
2020	J	`jnl`	A flexible ICT architecture to support ancillary services in future electricity distribution networks: an accounting use case for DSOs. Energy Inform. Anish Jindal, Jakob Kronawitter, Ramona Kühn, Martin C. Bor, Hermann de Meer, Antonios Gouglidis, David Hutchison, Angelos K. Marnerides, Andrew Scott, Andreas Mauthe
2020	J	`jnl`	Encrypted video traffic clustering demystified. Comput. Secur. Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan, Chen Hajaj
2020	B	`conf`	Fast and Furious: Outrunning Windows Kernel Notification Routines from User-Mode. DIMVA Pierre Ciholas, Jose Miguel Such, Angelos K. Marnerides, Benjamin Green, Jiajie Zhang, Utz Roedig
2020	C	`conf`	SCADA-agnostic Power Modelling for Distributed Renewable Energy Sources. WoWMoM Ahlam Althobaiti, Anish Jindal, Angelos K. Marnerides
2020	Misc	`conf`	Tackling Energy Theft in Smart Grids through Data-driven Analysis. ICNC Anish Jindal, Alberto Schaeffer-Filho, Angelos K. Marnerides, Paul Smith, Andreas Mauthe, Lisandro Zambenedetti Granville
2020	—	`conf`	Ukko: Resilient DRES management for Ancillary Services using 5G service orchestration. SmartGridComm Charalampos Rotsos, Angelos K. Marnerides, Abubakr Magzoub, Anish Jindal, Paul McCherry, Martin C. Bor, John Edward Vidler, David Hutchison
2019	—	`conf`	Adversarial Machine Learning in Smart Energy Systems. e-Energy Martin C. Bor, Angelos K. Marnerides, Andy Molineux, Steve Wattam, Utz Rödig
2019	Misc	`conf`	Clustering the Unknown - The Youtube Case. ICNC Amit Dvir, Angelos K. Marnerides, Ran Dubin, Nehor Golan
2019	Misc	`conf`	Communication Standards for Distributed Renewable Energy Sources Integration in Future Electricity Distribution Networks. ICASSP Anish Jindal, Angelos K. Marnerides, Antonios Gouglidis, Andreas Mauthe, David Hutchison
2019	J	`jnl`	Efficient, Secure, and Privacy-Preserving PMIPv6 Protocol for V2G Networks. IEEE Trans. Veh. Technol. Mahmoud Hashem Eiza, Qi Shi, Angelos K. Marnerides, Thomas J. Owens, Qiang Ni
2019	—	`conf`	Identifying Security Challenges in Renewable Energy Systems: A Wind Turbine Case Study. e-Energy Anish Jindal, Angelos K. Marnerides, Andrew Scott, David Hutchison
2019	—	`conf`	Identifying infected energy systems in the wild. e-Energy Angelos K. Marnerides, Vasileios Giotsas, Troy Mursch
2019	C	`conf`	Improved Network Traffic Classification Using Ensemble Learning. ISCC Isadora P. Possebon, Anderson Santos da Silva, Lisandro Zambenedetti Granville, Alberto E. Schaeffer-Filho, Angelos K. Marnerides
2019	B	`conf`	Profiling IoT-Based Botnet Traffic Using DNS. GLOBECOM Owen P. Dwyer, Angelos K. Marnerides, Vasileios Giotsas, Troy Mursch
2018	J	`jnl`	An Inter-Domain Collaboration Scheme to Remedy DDoS Attacks in Computer Networks. IEEE Trans. Netw. Serv. Manag. Steven Simpson, Syed Noorulhassan Shirazi, Angelos K. Marnerides, Simon Jouet, Dimitrios Pezaros, David Hutchison
2018	Misc	`conf`	Appliance-level Short-Term Load Forecasting using Deep Neural Networks. ICNC Ghulam Mohi Ud Din, Andreas U. Mauthe, Angelos K. Marnerides
2018	J	`jnl`	Internet traffic characterisation: Third-order statistics & higher-order spectra for precise traffic modelling. Comput. Networks Angelos K. Marnerides, Dimitrios P. Pezaros, David Hutchison
2017	—	`conf`	A programmable SDN+NFV-based architecture for UAV telemetry monitoring. CCNC Kyle J. S. White, Ewen Denney, Matt D. Knudson, Angelos K. Marnerides, Dimitrios P. Pezaros
2017	—	`conf`	Distributed, multi-level network anomaly detection for datacentre networks. ICC Mircea Iordache, Simon Jouet, Angelos K. Marnerides, Dimitrios P. Pezaros
2017	—	`conf`	Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks. ICONIP (5) Spyros Boukoros, Anupiya Nugaliyadde, Angelos K. Marnerides, Costas Vassilakis, Polychronis Koutsakis, Kok Wai Wong
2017	—	`conf`	Multi-level resilience in networked environments: Concepts & principles. CCNC Muhammad Azizi Mohd Ariffin, Angelos K. Marnerides, Andreas U. Mauthe
2017	Misc	`conf`	Short term power load forecasting using Deep Neural Networks. ICNC Ghulam Mohi Ud Din, Angelos K. Marnerides
2017	C	`conf`	Uncertainty-driven ensemble forecasting of QoS in Software Defined Networks. ISCC Kostas Kolomvatsos, Christos Anagnostopoulos, Angelos K. Marnerides, Qiang Ni, Stathes Hadjiefthymiades, Dimitrios P. Pezaros
2016	—	`conf`	A Situation Aware Information Infrastructure (SAI GOODTECHS Angelos K. Marnerides, Dimitrios P. Pezaros, Joemon M. Jose, Andreas U. Mauthe, David Hutchison
2016	Misc	`conf`	Analysis and characterisation of botnet scan traffic. ICNC Angelos K. Marnerides, Andreas U. Mauthe
2016	J	`jnl`	Malware Detection in Cloud Computing Infrastructures. IEEE Trans. Dependable Secur. Comput. Michael R. Watson, Noor-ul-Hassan Shirazi, Angelos K. Marnerides, Andreas Mauthe, David Hutchison
2016	—	`conf`	Secure and privacy-aware proxy mobile IPv6 protocol for vehicle-to-grid networks. ICC Mahmoud Hashem Eiza, Qi Shi, Angelos K. Marnerides, Thomas J. Owens
2015	B	`conf`	A multi-level resilience framework for unified networked environments. IM Angelos K. Marnerides, Akshay Bhandari, Hema A. Murthy, Andreas U. Mauthe
2015	J	`jnl`	Fault diagnosis in DSL networks using support vector machines. Comput. Commun. Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Hyong S. Kim
2015	Misc	`conf`	Malware detection in the cloud under Ensemble Empirical Mode Decomposition. ICNC Angelos K. Marnerides, Petros Spachos, Periklis Chatzimisios, Andreas U. Mauthe
2015	J	`jnl`	Power Consumption Profiling Using Energy Time-Frequency Distributions in Smart Grids. IEEE Commun. Lett. Angelos K. Marnerides, Paul Smith, Alberto E. Schaeffer Filho, Andreas Mauthe
2015	B	`conf`	SDN-PANDA: Software-Defined Network Platform for ANomaly Detection Applications. ICNP Brian R. Granby, Bob Askwith, Angelos K. Marnerides
2015	C	`conf`	Tool support for the evaluation of anomaly traffic classification for network resilience. ISCC Anderson Santos da Silva, Juliano Araújo Wickboldt, Alberto E. Schaeffer Filho, Angelos K. Marnerides, Andreas Mauthe
2014	—	`conf`	Assessing the impact of intra-cloud live migration on anomaly detection. CloudNet Noor-ul-Hassan Shirazi, Steven Simpson, Angelos K. Marnerides, Michael R. Watson, Andreas Mauthe, David Hutchison
2014	—	`conf`	Content Relevance Opportunistic Routing for Wireless Multimedia Sensor Networks. INFOCOM Workshops Petros Spachos, Angelos K. Marnerides, Dimitrios Hatzinakos
2014	J	`jnl`	Traffic anomaly diagnosis in Internet backbone networks: A survey. Comput. Networks Angelos K. Marnerides, Alberto E. Schaeffer Filho, Andreas Mauthe
2013	—	`conf`	Internet traffic classification using energy time-frequency distributions. ICC Angelos K. Marnerides, Dimitrios P. Pezaros, Hyun-Chul Kim, David Hutchison
2013	—	`conf`	Malware analysis in cloud computing: Network and system characteristics. GLOBECOM Workshops Angelos K. Marnerides, Michael R. Watson, Noor-ul-Hassan Shirazi, Andreas Mauthe, David Hutchison
2013	C	`conf`	On the comprehension of DSL SyncTrap events in IPTV networks. ISCC Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim
2013	—	`conf`	Towards a Distributed, Self-organising Approach to Malware Detection in Cloud Computing. IWSOS Michael R. Watson, Noor-ul-Hassan Shirazi, Angelos K. Marnerides, Andreas Mauthe, David Hutchison
2012	B	`conf`	Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy. GLOBECOM Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim
2011	—	`—`	On characterisation and decomposition of internet traffic dynamics. Angelos K. Marnerides
2010	C	`conf`	Autonomic diagnosis of anomalous network traffic. WOWMOM Angelos K. Marnerides, David Hutchison, Dimitrios P. Pezaros
2010	—	`conf`	Remediating Anomalous Traffic Behaviour in Future Networked Environments. AccessNets Angelos K. Marnerides, Matthew Jakeman, David Hutchison, Dimitrios P. Pezaros
2008	A	`conf`	Detection and mitigation of abnormal traffic behaviour in autonomic networked environments. CoNEXT Angelos K. Marnerides, Dimitrios P. Pezaros, David Hutchison