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Mr. Ilias Kalouptsoglou

Research Assistant

  • Diploma of Electrical and Computer Engineer at A.U.T.H. (2019)
I studied at Aristotle University at the Electrical & Computer Engineering Department . My specialization field was Electronics and Computer Engineering and i graduated in November of 2019. My diploma thesis was about the development of a product cluster recommendation system for e-commerce using deep-learning. I trained a neural network capable of predicting the next click of a user. From March until May of 2019 my internship took place at ITI on SD4ED project and i develop machine learning models in order to predict software vulnerabilities and also to forecast technical dept value of later versions.

Recent Publications

Show all (10)

  • I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "Software vulnerability prediction: A systematic mapping study.", Information and Software Technology, Volume 164, 2023, 107303, ISSN 0950-5849. https://doi.org/10.1016/j.infsof.2023.107303
  • M. Siavvas, D. Tsoukalas, I. Kalouptsoglou, E. Manganopoulou, G. Manolis, D. Kehagias, D. Tzovaras, "Security Monitoring during Software Development: An Industrial Case Study.", Applied Sciences. 2023; 13(12):6872. https://doi.org/10.3390/app13126872
  • I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "An empirical comparison of Transformer-based models in Vulnerability Prediction.",The 23rd International Conference on Computational Science and Its Applications, May 2023.
  • I. Kalouptsoglou, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Ampatzoglou, "Examining the Capacity of Text Mining and Software Metrics in Vulnerability Prediction", Entropy. 5;24(5):651, 2022.
  • I. Kalouptsoglou, D. Tsoukalas, M. Siavvas, D. Kehagias, A. Chatzigeorgiou, A. Ampatzoglou, "Time Series Forecasting of Software Vulnerabilities Using Statistical and Deep Learning Models", . Electronics. 11(18):2820, 2022.
Contact
Mr. Ilias Kalouptsoglou
Building C (Ganas) - Office 1

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

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