A Machine Learning fMRI Approach in the Diagnosis of Autism. - Aikaterini Karampasi; Ioannis Kakkos; Stavros Theofanis Miloulis; Ioannis Zorzos; Georgios N. Dimitrakopoulos; Kostakis Gkiatis; Panteleimon Asvestas; George K. Matsopoulos (IEEE BigData, 2020)

Towards Transparent AI-Powered Cybersecurity in Financial Systems: The Deployment of Federated Learning and Explainable AI in the CaixaBank pilot. - Aikaterini Karampasi; Panagiotis I. Radoglou-Grammatikis; Marek Pawlicki; Ryszard Choras; Ramon Martín de Pozuelo; Panagiotis G. Sarigiannidis; Damian Puchalski; Aleksandra Pawlicka; Rafal Kozik; Michal Choras (ICDM (Workshops), 2024)

A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions. - Ioannis Makris; Aikaterini Karampasi; Panagiotis I. Radoglou-Grammatikis; Nikolaos Episkopos; Eider Iturbe; Erkuden Rios; Nikos Piperigkos; Aris S. Lalos; Christos Xenakis; Thomas Lagkas; Vasileios Argyriou; Panagiotis G. Sarigiannidis (Comput. Sci. Rev., 2025)