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Ilias Siniosoglou

Observed names: Ilias SiniosoGlou, Ilias Siniosoglou,, Siniosoglou, Ilias, Ηλίας Σινιόσογλου
ORCID: 0000-0001-9844-8185
Observed ORCID: 0000-0001-9844-8185
OpenAlex ID: A5067927478
A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments
2021 · Ilias Siniosoglou, Panagiotis Radoglou-Grammatikis, et al. · IEEE Transactions on Network and Service Management · 284
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Implementation and Detection of Modbus Cyberattacks
2020 · Panagiotis Radoglou-Grammatikis, Ilias Siniosoglou, et al. · International Conference on Modern Circuits and Systems Technologies · 49
Federated Intrusion Detection In NG-IoT Healthcare Systems: An Adversarial Approach
2021 · Ilias Siniosoglou, Panagiotis Sarigiannidis, et al. · International Conference on Communications · 35
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A Novel and Interactive Industrial Control System Honeypot for Critical Smart Grid Infrastructure
2019 · Dimitrios Pliatsios, Panagiotis Sarigiannidis, et al. · IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) · 35
NeuralPot: An Industrial Honeypot Implementation Based On Deep Neural Networks
2020 · Ilias Siniosoglou, Georgios Efstathopoulos, et al. · IEEE Symposium on Computers and Communications (ISCC) · 30
Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems
2021 · Ilias Siniosoglou, Panagiotis Sarigiannidis, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 22
Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches
2024 · Dimitris Asimopoulos, Ilias Siniosoglou, et al. · International Conference on Modern Circuits and Systems Technologies · 18
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Post-Processing Fairness Evaluation of Federated Models: An Unsupervised Approach in Healthcare
2023 · Ilias Siniosoglou, Vasileios Argyriou, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 18
Resource Efficient Federated LoRaWAN Architecture for Far-Edge IoT Applications
2025 · Anna Triantafyllou, Ilias Siniosoglou, et al. · IEEE Access · 15
Artificial Intelligence-Empowered Embryo Selection for IVF Applications: A Methodological Review
2025 · Lazaros Moysis, Lazaros Alexios Iliadis, et al. · Machine Learning and Knowledge Extraction · 13
Cherry Tree Crown Extraction Using Machine Learning Based on Images from UAVs
2024 · Vasileios Moysiadis, Ilias Siniosoglou, et al. · Agriculture · 12
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Enhancing 3D object detection in autonomous vehicles based on synthetic virtual environment analysis
2024 · Vladislav Li, Ilias Siniosoglou, et al. · Image and Vision Computing · 10
Unsupervised Ethical Equity Evaluation of Adversarial Federated Networks
2021 · Ilias Siniosoglou, Vasileios Argyriou, et al. · International Conference on Availability, Reliability and Security (ARES) · 10
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Enhancing Manufacturing Training Through VR Simulations
2025 · Vladislav Li, Ilias Siniosoglou, et al. · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · 9
Federated Learning Models in Decentralized Critical Infrastructure
2023 · Ilias Siniosoglou, Stamatia Bibi, et al. · River Publishers eBooks · 9
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ELECTRON: An Architectural Framework for Securing the Smart Electrical Grid with Federated Detection, Dynamic Risk Assessment and Self-Healing
2023 · Panagiotis Radoglou-Grammatikis, Athanasios Liatifis, et al. · International Conference on Availability, Reliability and Security (ARES) · 9
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Applying Federated Learning on Decentralized Smart Farming: A Case Study
2023 · Ilias Siniosoglou, Konstantinos Xouveroudis, et al. · IEEE International Conference on Communications workshops · 9
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection
2024 · Vladislav Li, Georgios Tsoumplekas, et al. · IEEE International Symposium on Industrial Embedded Systems (SIES) · 6
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Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings
2024 · Georgios Tsoumplekas, Vladislav Li, et al. · IEEE Real-Time and Intelligent Edge Computing Workshop (RAGE) · 6
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A Robust Deep Learning Architecture for FireFighter PPEs Detection
2022 · Achilleas Sesis, Ilias Siniosoglou, et al. · IEEE World Forum on Internet of Things (WF-IoT) · 6
Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds
2022 · Ilias Siniosoglou, Vasileios Argyriou, et al. · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 6
Covert Distributed Training of Deep Federated Industrial Honeypots
2021 · Ilias Siniosoglou, Vasileios Argyriou, et al. · IEEE Globecom Workshops (GC Wkshps) · 6
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Enhancing Performance for Highly Imbalanced Medical Data via Data Regularization in a Federated Learning Setting
2024 · Georgios Tsoumplekas, Ilias Siniosoglou, et al. · Lecture notes in computer science · 5
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Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory
2023 · Ilias Siniosoglou, Konstantinos Xouveroudis, et al. · International Conference on Modern Circuits and Systems Technologies · 5
Applied Federated Model Personalization in the Industrial Domain: A Comparative Study
2024 · Ilias Siniosoglou, Vasileios Argyriou, et al. · IEEE Open Journal of the Communications Society · 4
Works count: 45
Citation count: 651
H-index: 11
I10-index: 13
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