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Georgios Agrafiotis

George Agrafiotis

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affiliation: Centre for Research and Technology Hellas, Information Technologies Institute, Thessaloniki, Greece

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2020 – today

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2024
[c5]
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Sarantis Kalafatidis, George Agrafiotis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis:
Experiments with Digital Security Processes over SDN-Based Cloud-Native 5G Core Networks. ICIN 2024: 97-99
2023
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Georgios Agrafiotis, Eftychia Makri, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras, Nikolaos Tsampieris:
A Deep Learning-based Malware Traffic Classifier for 5G Networks Employing Protocol-Agnostic and PCAP-to-Embeddings Techniques. EICC 2023: 193-194
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Georgios Agrafiotis, Eftychia Makri, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA. NLDL 2023
2022
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Georgios Agrafiotis, Eftychia Makri, Ioannis Flionis, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Image-based Neural Network Models for Malware Traffic Classification using PCAP to Picture Conversion. ARES 2022: 59:1-59:7
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Eftychia Makri, Georgios Agrafiotis, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras:
Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits. DCC 2022: 470

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