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Ilias Siniosoglou
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A unified deep learning anomaly detection and classification approach for smart grid environments
I Siniosoglou, P Radoglou-Grammatikis, G Efstathopoulos, P Fouliras, ...
IEEE Transactions on Network and Service Management 18 (2), 1137-1151, 2021
1142021
A novel and interactive industrial control system honeypot for critical smart grid infrastructure
D Pliatsios, P Sarigiannidis, T Liatifis, K Rompolos, I Siniosoglou
2019 IEEE 24th International Workshop on Computer Aided Modeling and Design …, 2019
392019
Implementation and detection of modbus cyberattacks
P Radoglou-Grammatikis, I Siniosoglou, T Liatifis, A Kourouniadis, ...
2020 9th International Conference on Modern Circuits and Systems …, 2020
302020
Federated intrusion detection in NG-IoT healthcare systems: An adversarial approach
I Siniosoglou, P Sarigiannidis, V Argyriou, T Lagkas, SK Goudos, ...
ICC 2021-IEEE international conference on communications, 1-6, 2021
202021
NeuralPot: An industrial honeypot implementation based on deep neural networks
I Siniosoglou, G Efstathopoulos, D Pliatsios, ID Moscholios, ...
2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020
162020
Synthetic Traffic Signs Dataset for Traffic Sign Detection & Recognition In Distributed Smart Systems
I Siniosoglou, P Sarigiannidis, Y Spyridis, A Khadka, G Efstathopoulos, ...
2021 17th International Conference on Distributed Computing in Sensor …, 2021
112021
Unsupervised ethical equity evaluation of adversarial federated networks
I Siniosoglou, V Argyriou, S Bibi, T Lagkas, P Sarigiannidis
Proceedings of the 16th International Conference on Availability …, 2021
72021
Post-processing fairness evaluation of federated models: An unsupervised approach in healthcare
I Siniosoglou, V Argyriou, P Sarigiannidis, T Lagkas, A Sarigiannidis, ...
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023
52023
ELECTRON: An Architectural Framework for Securing the Smart Electrical Grid with Federated Detection, Dynamic Risk Assessment and Self-Healing
P Radoglou-Grammatikis, A Liatifis, C Dalamagkas, A Lekidis, ...
Proceedings of the 18th International Conference on Availability …, 2023
32023
Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds
I Siniosoglou, V Argyriou, T Lagkas, I Moscholios, G Fragulis, ...
IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022
32022
Covert distributed training of deep federated industrial honeypots
I Siniosoglou, V Argyriou, T Lagkas, A Tsiakalos, A Sarigiannidis, ...
2021 IEEE Globecom Workshops (GC Wkshps), 1-6, 2021
32021
Applying Federated Learning on Decentralized Smart Farming: A Case Study
I Siniosoglou, K Xouveroudis, V Argyriou, T Lagkas, D Margounakis, ...
2023 IEEE International Conference on Communications Workshops (ICC …, 2023
12023
A Robust Deep Learning Architecture for FireFighter PPEs Detection
A Sesis, I Siniosoglou, Y Spyridis, G Efstathopoulos, T Lagkas, V Argyriou, ...
2022 IEEE 8th World Forum on Internet of Things (WF-IoT), 1-6, 2022
12022
Enhancing Text Anonymisation: A Study on CRF, LSTM, and ELMo for Advanced Entity Recognition
I Siniosoglou, D Asimopoulos, V Argyriou, T Lagkas, A Lytos, ...
2024 Panhellenic Conference on Electronics & Telecommunications (PACET), 1-6, 2024
2024
Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings
G Tsoumplekas, V Li, I Siniosoglou, V Argyriou, SK Goudos, ...
arXiv preprint arXiv:2403.06631, 2024
2024
Cherry Tree Crown Extraction Using Machine Learning Based on Images from UAVs
V Moysiadis, I Siniosoglou, G Kokkonis, V Argyriou, T Lagkas, SK Goudos, ...
Agriculture 14 (2), 322, 2024
2024
Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data
I SiniosoGlou, K Xouveroudis, V Argyriou, T Lagkas, T Saoulidis, ...
2023 IEEE Globecom Workshops (GC Wkshps), 56-61, 2023
2023
Evaluating the effect of volatile federated timeseries on modern DNNs: attention over long/short memory
I Siniosoglou, K Xouveroudis, V Argyriou, T Lagkas, SK Goudos, ...
2023 12th International Conference on Modern Circuits and Systems …, 2023
2023
Peach Tree Disease Detection Dataset
C Chaschatzis, I Siniosoglou, A Triantafyllou, C Karaiskou, A Liatifis, ...
2022
CloudCap (C2app) : A Cloud-Based Platform for Packet Analysis On The Edge
K Kokkinos, I Polymenidis, I Siniosoglou, A Liatifis, P Sarigiannidis
SFHMMY12, Electrical and Computer Engineering Conference (ECESCON), 2021
2021
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