Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study

Tuba, Eva; Brajević, Ivona; Alihodžić, Adis; Trišović, Ana; Tuba, Milan

doi:10.1109/ISDFS69419.2026.11459039

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Transfer Learning for Malware Detection Using RGB Binary V…

Conference paper M33, paper at an international conference, published in full

Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study

Eva Tuba, Ivona Brajević, Adis Alihodžić, Ana Trišović, Milan Tuba

IEEE, 1–6, 2026

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Tuba, E., Brajević, I., Alihodžić, A., Trišović, A., & Tuba, M. (2026). Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study. IEEE , 1–6. https://doi.org/10.1109/ISDFS69419.2026.11459039

@inproceedings{Tuba2026TransferLe,
  author       = {Tuba, Eva and Brajevi{\'c}, Ivona and Alihod{\v{z}}i{\'c}, Adis and Tri{\v{s}}ovi{\'c}, Ana and Tuba, Milan},
  title        = {Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study},
  booktitle    = {IEEE},
  year         = {2026},
  pages        = {1--6},
  doi          = {10.1109/ISDFS69419.2026.11459039},
  url          = {https://doi.org/10.1109/isdfs69419.2026.11459039},
  note         = {Available online}
}

TY  - CPAPER
AU  - Tuba, Eva
AU  - Brajević, Ivona
AU  - Alihodžić, Adis
AU  - Trišović, Ana
AU  - Tuba, Milan
TI  - Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study
T2  - IEEE
PY  - 2026
SP  - 1
EP  - 6
SN  - 2768-1831
DO  - 10.1109/ISDFS69419.2026.11459039
UR  - https://nir.mef.edu.rs/repository/handle/4171d82d-a82f-4e29-ac77-dcfd684943b9
ER  -

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Details

Proceedings: IEEE
Pages: 1–6
Year: 2026
Conference: 2026 14th International Symposium on Digital Forensics and Security (ISDFS)
Conference date: 19-20 mart, Boston, MA, USA
DOI: 10.1109/ISDFS69419.2026.11459039
ISBN: 979-8-3315-7310-2
ISSN: 2768-1831

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Transfer Learning for Malware Detection Using RGB Binary Visualization: A Comparative Study

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