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Georgios Agrafiotis
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Sparse Metric Learning
Deep Learning
Neural Network
Ip Addresses
Top Venues
DCC
ARES
EICC
NLDL
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Publications
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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)
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)