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ORCIDIlias Siniosoglou
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2020 – today
- 2025
[j3]Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis G. Sarigiannidis, Vasileios Argyriou:
Enhancing 3D object detection in autonomous vehicles based on synthetic virtual environment analysis. Image Vis. Comput. 154: 105385 (2025)- 2024
- [c16]Georgios Tsoumplekas
, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis:
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting. AIiH (2) 2024: 302-315 - [c15]Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis:
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches. MOCAST 2024: 1-6 - [c14]Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis:
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection. SIES 2024: 156-163 - [i8]Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis:
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings. CoRR abs/2403.06631 (2024) - [i7]Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panayiotis Sarigiannidis:
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches. CoRR abs/2404.14465 (2024) - [i6]Dimitrios Christos Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis G. Sarigiannidis:
Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study. CoRR abs/2405.06709 (2024) - [i5]Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Ioannis D. Moscholios, Panagiotis G. Sarigiannidis:
Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting. CoRR abs/2405.20430 (2024) - [i4]Kyriazis Kokkinos, Ioannis Polymenidis, Ilias Siniosoglou, Athanasios Liatifis, Panagiotis G. Sarigiannidis:
CloudCap (C2app) : A Cloud-Based Platform for Packet Analysis On The Edge. CoRR abs/2406.18251 (2024) - [i3]Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis G. Sarigiannidis:
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection. CoRR abs/2408.10940 (2024) - [i2]Ilias Siniosoglou, Vasileios Argyriou, George F. Fragulis, Panagiotis E. Fouliras, Georgios Th. Papadopoulos, Anastasios Lytos, Panagiotis G. Sarigiannidis:
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study. CoRR abs/2409.06904 (2024) - [i1]Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis G. Sarigiannidis, Vasileios Argyriou:
Enhancing 3D Object Detection in Autonomous Vehicles Based on Synthetic Virtual Environment Analysis. CoRR abs/2412.07509 (2024) - 2023
- [j2]Ilias Siniosoglou, Vasileios Argyriou, Panagiotis G. Sarigiannidis, Thomas Lagkas, Antonios Sarigiannidis, Sotirios K. Goudos, Shaohua Wan:
Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2518-2529 (2023) - [c13]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:
ELECTRON: An Architectural Framework for Securing the Smart Electrical Grid with Federated Detection, Dynamic Risk Assessment and Self-Healing. ARES 2023: 51:1-51:8 - [c12]Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Theocharis Saoulidis, George F. Fragulis, Sotirios K. Goudos, Panagiotis G. Sarigiannidis:
Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data. GLOBECOM (Workshops) 2023: 56-61 - [c11]Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Dimitrios Margounakis, Alexandros-Apostolos A. Boulogeorgos, Panagiotis G. Sarigiannidis:
Applying Federated Learning on Decentralized Smart Farming: A Case Study. ICC Workshops 2023: 1295-1300 - [c10]Ilias Siniosoglou, Konstantinos Xouveroudis, Vasileios Argyriou, Thomas Lagkas, Sotirios K. Goudos, Konstantinos E. Psannis, Panagiotis G. Sarigiannidis:
Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory. MOCAST 2023: 1-6 - [d4]Dag Eklund, Ilias Siniosoglou, Anna Triantafyllou, Athanasios Liatifis, Dimitrios Pliatsios, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis:
Virtual Reality Gesture Recognition Dataset. IEEE DataPort, 2023
- [d3]Dimitris Iatropoulos, Konstantinos Georgakidis, Ilias Siniosoglou, Christos Chaschatzis, Anna Triantafyllou, Athanasios Liatifis, Dimitrios Pliatsios, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis:
Dairy Supply Chain Sales Dataset. IEEE DataPort, 2023 - 2022
- [c9]Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Ioannis D. Moscholios, George F. Fragulis, Panagiotis G. Sarigiannidis:
Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds. INFOCOM Workshops 2022: 1-6 - [c8]Achilleas Sesis, Ilias Siniosoglou, Yannis Spyridis, Georgios Efstathopoulos, Thomas Lagkas, Vasileios Argyriou, Panagiotis G. Sarigiannidis:
A Robust Deep Learning Architecture for FireFighter PPEs Detection. WF-IoT 2022: 1-6 - [d2]Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis I. Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panayiotis Sarigiannidis:
Peach Tree Disease Detection Dataset. IEEE DataPort, 2022 - [d1]Christos Chaschatzis, Ilias Siniosoglou, Anna Triantafyllou, Chrysoula Karaiskou, Athanasios Liatifis, Panagiotis I. Radoglou-Grammatikis, Dimitrios Pliatsios, Vasiliki Kelli, Thomas Lagkas, Vasileios Argyriou, Panayiotis Sarigiannidis:
Cherry Tree Disease Detection Dataset. IEEE DataPort, 2022 - 2021
- [j1]Ilias Siniosoglou, Panagiotis I. Radoglou-Grammatikis, Georgios Efstathopoulos, Panagiotis E. Fouliras, Panagiotis G. Sarigiannidis:
A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments. IEEE Trans. Netw. Serv. Manag. 18(2): 1137-1151 (2021) - [c7]Ilias Siniosoglou, Vasileios Argyriou, Stamatia Bibi, Thomas Lagkas, Panagiotis G. Sarigiannidis:
Unsupervised Ethical Equity Evaluation of Adversarial Federated Networks. ARES 2021: 123:1-123:6 - [c6]Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Yannis Spyridis, Anish Khadka, Georgios Efstathopoulos, Thomas Lagkas:
Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems. DCOSS 2021: 302-308 - [c5]Ilias Siniosoglou, Vasileios Argyriou, Thomas Lagkas, Apostolos Tsiakalos, Antonios Sarigiannidis, Panagiotis G. Sarigiannidis:
Covert Distributed Training of Deep Federated Industrial Honeypots. GLOBECOM (Workshops) 2021: 1-6 - [c4]Ilias Siniosoglou, Panagiotis G. Sarigiannidis, Vasilis Argyriou, Thomas Lagkas, Sotirios K. Goudos, María Poveda:
Federated Intrusion Detection In NG-IoT Healthcare Systems: An Adversarial Approach. ICC 2021: 1-6 - 2020
- [c3]Ilias Siniosoglou, Georgios Efstathopoulos, Dimitrios Pliatsios, Ioannis D. Moscholios, Antonios Sarigiannidis, Georgia Sakellari, Georgios Loukas, Panagiotis G. Sarigiannidis:
NeuralPot: An Industrial Honeypot Implementation Based On Deep Neural Networks. ISCC 2020: 1-7 - [c2]Panagiotis I. Radoglou-Grammatikis, Ilias Siniosoglou, Thanasis Liatifis, Anastasios Kourouniadis, Konstantinos Rompolos, Panagiotis G. Sarigiannidis:
Implementation and Detection of Modbus Cyberattacks. MOCAST 2020: 1-4
2010 – 2019
- 2019
- [c1]Dimitrios Pliatsios, Panagiotis G. Sarigiannidis, Thanasis Liatifis, Konstantinos Rompolos, Ilias Siniosoglou:
A Novel and Interactive Industrial Control System Honeypot for Critical Smart Grid Infrastructure. CAMAD 2019: 1-6
Coauthor Index
aka: Panayiotis Sarigiannidis
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