Deutsch Intern
Chair of Computer Science III

Nikolas Wehner M. Sc.

Telefon (0931) 31-88150
Telefax (0931) 31-86632
E-Mail nikolas.wehner@uni-wuerzburg.de
Raum A213a
Anschrift Lehrstuhl für Informatik III
Am Hubland
D-97074 Würzburg

Contents: Overview | Publications | Teaching  | Working Group | Projects

Research Interests

My research interests include the following topics:

  • Quality of Experience (QoE) of Internet applications
  • Measurement and analytics of (encrypted) network traffic
  • Artificial intelligence and machine learning for networks
  • Performance analysis and modeling of communication systems

Recent Publications

  • 1.
    Dietz, K. et al. Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. in 1st Workshop on Network Security Operations (NeSecOr) as part of CNSM’24 (2024).
  • 1.
    Dietz, K. et al. Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. in 20th International Conference on Network and Service Management (CNSM) (2024).
  • 1.
    Schleicher, J., Wehner, N., Hoßfeld, T. & Seufert, M. (Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE. in 16th International Conference on Quality of Multimedia Experience (QoMEX) (2024).
  • 1.
    Wehner, N., Feldhus, N., Seufert, M., Möller, S. & Hoßfeld, T. QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. in 16th International Conference on Quality of Multimedia Experience (QoMEX) (2024).
  • 1.
    Brandino, B. et al. HALIDS: a hardware-assisted machine learning IDS for in-network monitoring. in 2024 8th Network Traffic Measurement and Analysis Conference (TMA), Dresden, Germany (2024).

A comprehensive list of all publications can be found here: Publications