Mr. Petros Toupas

Research Assistant

  • Diploma of Electrical and Computer Engineering, Technical University of Crete (2018)

A graduate of the School of Electrical and Computer Engineering in the Technical University of Crete.
Diploma thesis with the title “Modeling and Design of ‘Projected Gauss-Seidel’ Algorithm in FPGA”, aiming to accelerate the algorithm during the execution of computationally intensive programs.
Research interests: Machine Learning, Hardware Architecture.

Recent Publications

Show all (5)

  • P. Toupas, G. Tsamis, D. Giakoumis, K. Votis, D. Tzovaras, "From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception.", 5th International Conference on Control and Robotics (ICCR 2023), Tokyo, Japan, Nov. 2023.
  • P. Toupas, G. Tsamis, A. Kargakos, D. Giakoumis, K. Votis, D. Tzovaras, "A Framework Towards Ambient Assisted Living Enhanced by Service Robots.", In Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2023), July 2023.
  • E. Ketzaki, P. Toupas, K. Giannoutakis, A. Drosou, D. Tzovaras, "A behaviour based ransomware detection using neural network models", 2020 10th International Conference on Advanced Computer Information Technologies (ACIT'2020), 2020.
  • D. Chamou, P. Toupas, E. Ketzaki, St. Papadopoulos, K. Giannoutakis, A. Drosou, D. Tzovaras, "Intrusion Detection System based on Network Traffic using Deep Neural Networks", 24th IEEE International Workshop on Computer Aided Modeling & Design of Communication Links and Networks (CAMAD'19), 2019.
  • P. Toupas, D. Chamou, K. Giannoutakis, A. Drosou, D. Tzovaras, "An Intrusion Detection System for Multi-Class Classification based on Deep Neural Networks", in Proc. of the 19th IEEE International Conference on Machine Learning & Applications (ICMLA 2019), Florida, USA, 2019.
Contact
Mr. Petros Toupas
Building C (Ganas) - Office B11

Information Technologies Institute
Centre of Research & Technology - Hellas
9th km Thessaloniki - Thermi, 57001, Thessaloniki, Greece
Email: ptoupas@iti.gr

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