Georgios Agrafiotis

Orcid: 0009-0001-4104-8380

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


According to our database1, Georgios Agrafiotis authored at least 7 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Advancing Cybersecurity with AI: A Multimodal Fusion Approach for Intrusion Detection Systems.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Experiments with Digital Security Processes over SDN-Based Cloud-Native 5G Core Networks.
Proceedings of the 27th Conference on Innovation in Clouds, Internet and Networks, 2024

A Protocol Agnostic Polymorphic Network Packet Transformer for 5G Malware Traffic Classification Using Deep Learning Models.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

2023
Nearest Unitary and Toeplitz matrix techniques for adaptation of Deep Learning models in photonic FPGA.
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.
Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

2022
Less is More: Compression of Deep Neural Networks for adaptation in photonic FPGA circuits.
Proceedings of the Data Compression Conference, 2022

Image-based Neural Network Models for Malware Traffic Classification using PCAP to Picture Conversion.
Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022


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