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Ilias Siniosoglou
29  results:
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1

Enhancing Text Anonymisation: A Study on CRF, LSTM, and ELM..:

, In: 2024 Panhellenic Conference on Electronics & Telecommunications (PACET),
Siniosoglou, Ilias ; Asimopoulos, Dimitris ; Argyriou, Vasileios... - p. 1-6 , 2024
Link: https://doi.org/10.1109/..
 
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2

Cherry Tree Crown Extraction Using Machine Learning Based o..:

Moysiadis, Vasileios ; Siniosoglou, Ilias ; Kokkonis, Georgios...
Agriculture.  14 (2024)  2 - p. 322 , 2024
Link: https://doi.org/10.3390/..
 
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3

Evaluating the Efficacy of AI Techniques in Textual Anonymi..:

, In: 2024 7th International Balkan Conference on Communications and Networking (BalkanCom),
Asimopoulos, Dimitris ; Siniosoglou, Ilias ; Argyriou, Vasileios... - p. 242-246 , 2024
Link: https://doi.org/10.1109/..
 
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4

Introducing SPINE: A Holistic Approach to Synthetic Pulmona..:

Ntampakis, Nikolaos ; Argyriou, Vasileios ; Diamantaras, Konstantinos...
IEEE Open Journal of Engineering in Medicine and Biology.  , 2024
Link: https://doi.org/10.1109/..
 
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5

Federated Learning Models in Decentralized Critical Infrast..:

, In: Shaping the Future of IoT with Edge Intelligence,
Siniosoglou, Ilias ; Bibi, Stamatia ; Kollias, Konstantinos-Filippos... - p. 95-115 , 2023
Link: https://doi.org/10.1201/..
 
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6

Personalisation of Federated Learning Models Through Knowle..:

, In: 2023 IEEE Globecom Workshops (GC Wkshps),
SiniosoGlou, Ilias ; Xouveroudis, Konstantinos ; Argyriou, Vasileios... - p. 56-61 , 2023
Link: https://doi.org/10.1109/..
 
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7

Evaluating the Effect of Volatile Federated Timeseries on M..:

, In: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST),
Siniosoglou, Ilias ; Xouveroudis, Konstantinos ; Argyriou, Vasileios... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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8

ELECTRON: An Architectural Framework for Securing the Smart..:

, In: Proceedings of the 18th International Conference on Availability, Reliability and Security,
Radoglou-Grammatikis, Panagiotis ; Liatifis, Athanasios ; Dalamagkas, Christos... - p. 1-8 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

Applying Federated Learning on Decentralized Smart Farming:..:

, In: 2023 IEEE International Conference on Communications Workshops (ICC Workshops),
Siniosoglou, Ilias ; Xouveroudis, Konstantinos ; Argyriou, Vasileios... - p. 1295-1300 , 2023
Link: https://doi.org/10.1109/..
 
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10

Post-Processing Fairness Evaluation of Federated Models: An..:

Siniosoglou, Ilias ; Argyriou, Vasileios ; Sarigiannidis, Panagiotis...
IEEE/ACM Transactions on Computational Biology and Bioinformatics.  20 (2023)  4 - p. 2518-2529 , 2023
Link: https://doi.org/10.1109/..
 
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11

A Robust Deep Learning Architecture for FireFighter PPEs De..:

, In: 2022 IEEE 8th World Forum on Internet of Things (WF-IoT),
Sesis, Achilleas ; Siniosoglou, Ilias ; Spyridis, Yannis... - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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12

Unsupervised Bias Evaluation of DNNs in non-IID Federated L..:

, In: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS),
Siniosoglou, Ilias ; Argyriou, Vasileios ; Lagkas, Thomas... - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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13

Unsupervised Ethical Equity Evaluation of Adversarial Feder..:

, In: Proceedings of the 16th International Conference on Availability, Reliability and Security,
Siniosoglou, Ilias ; Argyriou, Vasileios ; Bibi, Stamatia.. - p. 1-6 , 2021
Link: https://dl.acm.org/doi/1..
 
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14

A Unified Deep Learning Anomaly Detection and Classificatio..:

Siniosoglou, Ilias ; Radoglou-Grammatikis, Panagiotis ; Efstathopoulos, Georgios..
IEEE Transactions on Network and Service Management.  18 (2021)  2 - p. 1137-1151 , 2021
Link: https://doi.org/10.1109/..
 
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15

NeuralPot: An Industrial Honeypot Implementation Based On D..:

, In: 2020 IEEE Symposium on Computers and Communications (ISCC),
Siniosoglou, Ilias ; Efstathopoulos, Georgios ; Pliatsios, Dimitrios... - p. 1-7 , 2020
Link: https://doi.org/10.1109/..
 
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