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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 (15)

  • M. Siavvas, G. Xanthopoulou, I. Kalouptsoglou, D. Kehagias, D. Tzovaras, "Digital Transformation of Security Standards: Requirements Extraction using Large Language Models.", In Proceedings of the 2024 11th International Conference on Dependable Systems and Their Applications (DSA). IEEE, 2024.
  • I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, "Vulnerability prediction using pre-trained models: An empirical evaluation.", In Proceedings of 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2024), IEEE, 2024.
  • M. Siavvas, I. Kalouptsoglou, E. Gelenbe, D. Kehagias, D. Tzovaras, "Transforming the field of Vulnerability Prediction: Are Large Language Models the key?.", In Proceedings of the 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2024), IEEE, 2024.
  • I. Kalouptsoglou, M. Siavvas, A. Ampatzoglou, D. Kehagias, A. Chatzigeorgiou, D. Tzovaras, "Vulnerability Classification on Source Code using Text Mining and Deep Learning Techniques.", In the 24th International Conference of Software Quality, Reliability, and Security, IEEE, Cambridge, UK, 2024.
  • G. Xanthopoulou, M. Siavvas, I. Kalouptsoglou, D. Kehagias, D. Tzovaras, "Software Requirements Classification: From Bag-of-Words to Transformer.", 21st International Conference on Distributed Computing and Artificial Intelligence 2024 (DCAI’24).
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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