Ilias Siniosoglou

32 papers B 3C 1Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Applied Federated Model Personalization in the Industrial Domain: A Comparative Study.
IEEE Open J. Commun. Soc.
Ilias Siniosoglou, Vasileios Argyriou, George F. Fragulis, Panagiotis E. Fouliras, Georgios Th. Papadopoulos, Anastasios Lytos, Panagiotis G. Sarigiannidis
2025 J jnl
Artificial Intelligence-Empowered Embryo Selection for IVF Applications: A Methodological Review.
Mach. Learn. Knowl. Extr.
Lazaros Moysis, Lazaros Alexios Iliadis, George S. Vergos, Sotirios P. Sotiroudis, Achilles D. Boursianis, Achilleas Papatheodorou, Konstantinos-Iraklis D. Kokkinidis, Mohammad Abdul Matin, Panagiotis G. Sarigiannidis, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos
2025 J jnl
Enhancing 3D object detection in autonomous vehicles based on synthetic virtual environment analysis.
Image Vis. Comput.
Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis G. Sarigiannidis, Vasileios Argyriou
2025 J jnl
Enhancing Manufacturing Training Through VR Simulations.
CoRR
Vladislav Li, Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasileios Argyriou
2025 J jnl
Is it worth the energy? An in-depth study on the energy efficiency of data augmentation strategies for finetuning-based low/few-shot object detection.
J. Syst. Archit.
Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasileios Argyriou
2025 J jnl
Resource Efficient Federated LoRaWAN Architecture for Far-Edge IoT Applications.
IEEE Access
Anna Triantafyllou, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Georgios Th. Papadopoulos, Konstantinos Panitsidis, Panagiotis G. Sarigiannidis
2024 — conf
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection.
SIES
Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis
2024 J jnl
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection.
CoRR
Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis
2024 J jnl
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study.
CoRR
Ilias Siniosoglou, Vasileios Argyriou, George F. Fragulis, Panagiotis E. Fouliras, Georgios Th. Papadopoulos, Anastasios Lytos, Panagiotis G. Sarigiannidis
2024 — conf
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches.
MOCAST
Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis
2024 J jnl
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches.
CoRR
Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panayiotis Sarigiannidis
2024 J jnl
CloudCap (C2app) : A Cloud-Based Platform for Packet Analysis On The Edge.
CoRR
Kyriazis Kokkinos, Ioannis Polymenidis, Ilias Siniosoglou, Athanasios Liatifis, Panagiotis G. Sarigiannidis
2024 J jnl
Enhancing 3D Object Detection in Autonomous Vehicles Based on Synthetic Virtual Environment Analysis.
CoRR
Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis G. Sarigiannidis, Vasileios Argyriou
2024 — conf
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting.
AIiH (2)
Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis
2024 J jnl
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting.
CoRR
Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis
2024 J jnl
Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study.
CoRR
Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis G. Sarigiannidis
2024 J jnl
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings.
CoRR
Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis
2023 — conf
Applying Federated Learning on Decentralized Smart Farming: A Case Study.
ICC Workshops
Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Dimitrios Margounakis, Alexandros-Apostolos A. Boulogeorgos, Panagiotis G. Sarigiannidis
2023 B conf
ELECTRON: An Architectural Framework for Securing the Smart Electrical Grid with Federated Detection, Dynamic Risk Assessment and Self-Healing.
ARES
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
2023 — conf
Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory.
MOCAST
Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Sotirios K. Goudos, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis
2023 — conf
Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data.
GLOBECOM (Workshops)
Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Theocharis Saoulidis, George F. Fragulis, Sotirios K. Goudos, Panagiotis G. Sarigiannidis
2023 J jnl
Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ilias Siniosoglou, Vasileios Argyriou, Panagiotis G. Sarigiannidis, Thomas Lagkas, Antonios Sarigiannidis, Sotirios K. Goudos, Shaohua Wan
2022 — conf
A Robust Deep Learning Architecture for FireFighter PPEs Detection.
WF-IoT
Achilleas Sesis, Ilias Siniosoglou, Yannis Spyridis, Georgios Efstathopoulos, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis
2022 — conf
Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds.
INFOCOM Workshops
Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Ioannis D. Moscholios, George F. Fragulis, Panagiotis G. Sarigiannidis
2021 J jnl
A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments.
IEEE Trans. Netw. Serv. Manag.
Ilias Siniosoglou, Panagiotis I. Radoglou-Grammatikis, Georgios Efstathopoulos, Panagiotis E. Fouliras, Panagiotis G. Sarigiannidis
2021 — conf
Covert Distributed Training of Deep Federated Industrial Honeypots.
GLOBECOM (Workshops)
Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Apostolos Tsiakalos, Antonios Sarigiannidis, Panagiotis G. Sarigiannidis
2021 — conf
Federated Intrusion Detection In NG-IoT Healthcare Systems: An Adversarial Approach.
ICC
Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasilis Argyriou, Thomas Lagkas, Sotirios K. Goudos, María Poveda
2021 B conf
Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems.
DCOSS
Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Yannis Spyridis, Anish Khadka, Georgios Efstathopoulos, Thomas Lagkas
2021 B conf
Unsupervised Ethical Equity Evaluation of Adversarial Federated Networks.
ARES
Ilias Siniosoglou, Vasileios Argyriou, Stamatia Bibi, Thomas Lagkas, Panagiotis G. Sarigiannidis
2020 — conf
Implementation and Detection of Modbus Cyberattacks.
MOCAST
Panagiotis I. Radoglou-Grammatikis, Ilias Siniosoglou, Thanasis Liatifis, Anastasios Kourouniadis, Konstantinos Rompolos, Panagiotis G. Sarigiannidis
2020 C conf
NeuralPot: An Industrial Honeypot Implementation Based On Deep Neural Networks.
ISCC
Ilias Siniosoglou, Georgios Efstathopoulos, Dimitrios Pliatsios, Ioannis D. Moscholios, Antonios Sarigiannidis, Georgia Sakellari, Georgios Loukas, Panagiotis G. Sarigiannidis
2019 — conf
A Novel and Interactive Industrial Control System Honeypot for Critical Smart Grid Infrastructure.
CAMAD
Dimitrios Pliatsios, Panagiotis G. Sarigiannidis, Thanasis Liatifis, Konstantinos Rompolos, Ilias Siniosoglou