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
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
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
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
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
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
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
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
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
Peach Tree Disease Detection Dataset
C Chaschatzis, I Siniosoglou, A Triantafyllou, C Karaiskou, A Liatifis, ...
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
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