Georgios Agrafiotis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Learning Models

Top Venues

EuCNC/6G Summit

Publications

Eftychia Makri, Georgios Agrafiotis, Antonios Lalas, Konstantinos Votis, Dimitrios Tzovaras
A Protocol Agnostic Polymorphic Network Packet Transformer for 5G Malware Traffic Classification Using Deep Learning Models. EuCNC/6G Summit (2024)
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)
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)
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)
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)