Georgios Agrafiotis

According to our database, Georgios Agrafiotis authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Experiments with Digital Security Processes over SDN-Based Cloud-Native 5G Core Networks.

Sarantis Kalafatidis, George Agrafiotis, Konstantinos Giapantzis, Antonios Lalas, Konstantinos Votis

Proceedings of the 27th Conference on Innovation in Clouds, Internet and Networks, 2024

2023

Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA.

Georgios Agrafiotis, Eftychia Makri, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

A Deep Learning-based Malware Traffic Classifier for 5G Networks Employing Protocol-Agnostic and PCAP-to-Embeddings Techniques.

Georgios Agrafiotis, Eftychia Makri, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras, Nikolaos Tsampieris

Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

2022

Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits.

Eftychia Makri, Georgios Agrafiotis, Ilias Kalamaras, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the Data Compression Conference, 2022

Image-based Neural Network Models for Malware Traffic Classification using PCAP to Picture Conversion.

Georgios Agrafiotis, Eftychia Makri, Ioannis Flionis, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022