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Mrs. Elena Ioanna Eleana Almaloglou

Research Assistant

  • B.Sc. degree in Physics A.U.Th. (2018)
  • M.Sc. in Digital Media and Computational Intelligence A.U.Th. (2020)

Eleana Almaloglou received her B.Sc. degree in Physics (2018) and her M.Sc. in Digital Media and Computational Intelligence (2020) from the Aristotle University of Thessaloniki (A.U.Th.). Her master’s thesis focused on the detection of pathological voices using spectrograms and deep neural networks. She has been working as a research assistant at the Information Technologies Institute (ITI) of the Centre for Research and Technology Hellas (CERTH) since June 2021. Her research interests include Deep Learning, Computational Intelligence and Pattern Recognition.

Recent Publications

Show all (3)

  • G. Petmezas, V. Vanian, M. P. Rufete, E. E. I. Almaloglou, D. Zarpalas, "A Dual-Branch Fusion Model for Deepfake Detection Using Video Frames and Microexpression Features.", Journal of Imaging, vol. 11, no. 7, July 2025. https://doi.org/10.3390/jimaging11070231
  • V. Vanian, G. Petmezas, E. E. I. Almaloglou, D. Zarpalas, "MGAMNET: A Mask-Guided Attention Network for Deepfake Detection.", in Proceedings of the 25th International Conference on Digital Signal Processing (DSP), Pylos (Messinia, Southwest Peloponnese), Greece, June 2025, pp. 1-5, doi: 10.1109/DSP65409.2025.11075024
  • G. Petmezas, V. Vanian, K. Konstantoudakis, E. E. I. Almaloglou, D. Zarpalas, "Video deepfake detection using a hybrid CNN-LSTM-Transformer model for identity verification.", Multimed Tools Appl, vol. 84, pp. 40617 – 40636, March 2025. https://doi.org/10.1007/s11042-024-20548-6
Contact
Mrs. Elena Ioanna Eleana Almaloglou
Building B - Office 0.3

Information Technologies Institute
Centre of Research & Technology - Hellas
1st km Thermis - Panoramatos, 57001, Thermi - Thessaloniki
Tel.: +30 2310 464160 (129)
Fax: +30 2310 464164
Email: e.alma@iti.gr