Katharina Dietz, Johannes Schleicher, Nikolas Wehner, Mehrdad Hajizadeh, Pedro Casas, Stefan Gei?ler, Michael Seufert and Tobias Ho?feld. 2025. I choose you: evaluating the impact of feature selection on XAI consensus for ML-NIDS. In Michael Seufert, Andreas Blenk, Bj?rn Richerzhagen (Eds.). 3rd Workshop on Machine Learning in Networking (MaLeNe), co-located with the 6th International Conference on Networked Systems (NetSys 2025), Ilmenau, Germany, September 1, 2025: proceedings. Universit?t Augsburg, Augsburg
PDF | BibTeX | RIS

Katharina Dietz, Johannes Schleicher, Stefan Gei?ler, Michael Seufert and Tobias Ho?feld. in press. Irreconcilable differences? Investigating consensus of post-hoc XAI for ML-NIDS via decomposition. In AI and Sustainability in the Future of Network and Service Management: 21st International Conference on Network and Service Management (CNSM), September 2025, Bologna, Italy.
BibTeX | RIS

Johannes Schleicher, Nikolas Wehner, Tobias Ho?feld and Michael Seufert. 2024. (Not) the sum of its parts: relating individual video and browsing stimuli to web session QoE. In Markus Fiedler, Lea Skorin-Kapov, Hadi Amirpour, Karel Fliegel (Eds.). 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), June 18-20, 2024, Karlshamn, Sweden. IEEE, Piscataway, NJ, 104-110 DOI: 10.1109/QoMEX61742.2024.10598239
PDF | BibTeX | RIS | DOI

Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Gei?ler, Pedro Casas, Michael Seufert and Tobias Ho?feld. 2024. Agree to disagree: exploring consensus of XAI methods for ML-based NIDS. In Pál Varga, Pavel ?eleda, Jér?me Fran?ois, Jaime Galán Jiménez (Eds.). 2024 20th International Conference on Network and Service Management (CNSM), 28-31 October 2024, Prague, Czech Republic. IEEE, Piscataway, NJ, 1-7 DOI: 10.23919/CNSM62983.2024.10814448
PDF | BibTeX | RIS | DOI