Ilias Siniosoglou

According to our database, Ilias Siniosoglou authored at least 26 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study.

Ilias Siniosoglou, Vasileios Argyriou, George F. Fragulis, Panagiotis E. Fouliras, Georgios Th. Papadopoulos, Anastasios Lytos, Panagiotis G. Sarigiannidis

CoRR, 2024

CloudCap (C2app) : A Cloud-Based Platform for Packet Analysis On The Edge.

Kyriazis Kokkinos, Ioannis Polymenidis, Ilias Siniosoglou, Athanasios Liatifis, Panagiotis G. Sarigiannidis

CoRR, 2024

Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study.

Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis G. Sarigiannidis

CoRR, 2024

Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings.

Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis

CoRR, 2024

A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection.

Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis

Proceedings of the 14th IEEE International Symposium on Industrial Embedded Systems, 2024

Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches.

Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis

Proceedings of the 13th International Conference on Modern Circuits and Systems Technologies, 2024

Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting.

Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis

Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024

2023

Virtual Reality Gesture Recognition Dataset.

Dag Eklund, Ilias Siniosoglou, Anna Triantafyllou, Athanasios Liatifis, Dimitrios Pliatsios, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis

Dataset, May, 2023

Dairy Supply Chain Sales Dataset.

Dimitris Iatropoulos, Konstantinos Georgakidis, Ilias Siniosoglou, Christos Chaschatzis, Anna Triantafyllou, Athanasios Liatifis, Dimitrios Pliatsios, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis

Dataset, April, 2023

Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare.

Ilias Siniosoglou, Vasileios Argyriou, Panagiotis G. Sarigiannidis, Thomas Lagkas, Antonios Sarigiannidis, Sotirios K. Goudos, Shaohua Wan

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory.

Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Sotirios K. Goudos, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis

Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

Applying Federated Learning on Decentralized Smart Farming: A Case Study.

Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Dimitrios Margounakis, Alexandros-Apostolos A. Boulogeorgos, Panagiotis G. Sarigiannidis

Proceedings of the IEEE International Conference on Communications, 2023

Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data.

Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Theocharis Saoulidis, George F. Fragulis, Sotirios K. Goudos, Panagiotis G. Sarigiannidis

Proceedings of the IEEE Globecom Workshops 2023, 2023

ELECTRON: An Architectural Framework for Securing the Smart Electrical Grid with Federated Detection, Dynamic Risk Assessment and Self-Healing.

Panagiotis I. Radoglou-Grammatikis, Athanasios Liatifis, Christos Dalamagkas, Alexios Lekidis, Konstantinos Voulgaridis, Thomas Lagkas, Nikolaos Fotos, Sofia-Anna Menesidou, Thomas Krousarlis, Pedro Ruzafa Alcazar, Juan Francisco Martinez, Antonio F. Skarmeta, Alberto Molinuevo Martín, Iñaki Angulo, Jesus Villalobos Nieto, Hristo Koshutanski, Rodrigo Diaz Rodriguez, Ilias Siniosoglou, Orestis Mavropoulos, Konstantinos Kyranou, Theocharis Saoulidis, Allon Adir, Ramy Masalha, Emanuele Bellini, Nicholas Kolokotronis, Stavros Shiaeles, Jose Garcia Franquelo, George Lalas, Andreas Zalonis, Antonis Voulgaridis, Angelina D. Bintoudi, Konstantinos Votis, David Pampliega, Panagiotis G. Sarigiannidis

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022

Peach Tree Disease Detection Dataset.

Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis I. Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panayiotis Sarigiannidis

Dataset, November, 2022

Cherry Tree Disease Detection Dataset.

Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis I. Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panayiotis Sarigiannidis

Dataset, October, 2022

A Robust Deep Learning Architecture for FireFighter PPEs Detection.

Achilleas Sesis, Ilias Siniosoglou, Yannis Spyridis, Georgios Efstathopoulos, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis

Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds.

Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Ioannis D. Moscholios, George F. Fragulis, Panagiotis G. Sarigiannidis

Proceedings of the IEEE INFOCOM 2022, 2022

2021

A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments.

Ilias Siniosoglou, Panagiotis I. Radoglou-Grammatikis, Georgios Efstathopoulos, Panagiotis E. Fouliras, Panagiotis G. Sarigiannidis

IEEE Trans. Netw. Serv. Manag., 2021

Federated Intrusion Detection In NG-IoT Healthcare Systems: An Adversarial Approach.

Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasilis Argyriou, Thomas Lagkas, Sotirios K. Goudos, María Poveda

Proceedings of the ICC 2021, 2021

Covert Distributed Training of Deep Federated Industrial Honeypots.

Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Apostolos Tsiakalos, Antonios Sarigiannidis, Panagiotis G. Sarigiannidis

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems.

Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Yannis Spyridis, Anish Khadka, Georgios Efstathopoulos, Thomas Lagkas

Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

Unsupervised Ethical Equity Evaluation of Adversarial Federated Networks.

Ilias Siniosoglou, Vasileios Argyriou, Stamatia Bibi, Thomas Lagkas, Panagiotis G. Sarigiannidis

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2020

Implementation and Detection of Modbus Cyberattacks.

Panagiotis I. Radoglou-Grammatikis, Ilias Siniosoglou, Thanasis Liatifis, Anastasios Kourouniadis, Konstantinos Rompolos, Panagiotis G. Sarigiannidis

Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

NeuralPot: An Industrial Honeypot Implementation Based On Deep Neural Networks.

Ilias Siniosoglou, Georgios Efstathopoulos, Dimitrios Pliatsios, Ioannis D. Moscholios, Antonios Sarigiannidis, Georgia Sakellari, Georgios Loukas, Panagiotis G. Sarigiannidis

Proceedings of the IEEE Symposium on Computers and Communications, 2020

2019

A Novel and Interactive Industrial Control System Honeypot for Critical Smart Grid Infrastructure.

Dimitrios Pliatsios, Panagiotis G. Sarigiannidis, Thanasis Liatifis, Konstantinos Rompolos, Ilias Siniosoglou

Proceedings of the 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2019