• Data quality problem in AI-based network intrusion detection systems studies and a solution proposalHalisdemir, Emre; Karacan, Hacer; Pihelgas, Mauno; Lepik, Toomas; Cho, Sungbaek14th International Conference on Cyber Conflict : Keep Moving2022 / p. 367-383 https://ccdcoe.org/uploads/2022/06/CyCon_2022_book.pdf
• Evaluating the robustness of ML models to out-of-distribution data through similarity analysisLindén, Joakim; Forsberg, Håkan; Daneshtalab, Masoud; Söderquist, IngemarNew Trends in Database and Information Systems; ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023, Proceedings2023 / p. 348 - 359 https://doi.org/10.1007/978-3-031-42941-5_30