Intern
Lehrstuhl für Informatik 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

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.
    Wehner, N., Seufert, A., Hoßfeld, T. & Seufert, M. A Tutorial on Data-Driven Quality of Experience Modeling with Explainable Artificial Intelligence. IEEE Communications Surveys & Tutorials (2025).
  • 1.
    Wehner, N. et al. Exploring the Application of Time Series Foundation Models to Network Monitoring Tasks. Computer Networks, Special Issue on Generative and Explainable AI for Internet Traffic and Network Architectures (2025).
  • 1.
    Wehner, N., Karagkioules, T., Halepovic, E., Simonovski, F. & Hoßfeld, T. To Cap or not to Cap: Bandwidth Capping Effects on Network Interactions and QoE of Competing Short Video Streams. in 16th ACM Multimedia Systems Conference (MMSys) (2025).
  • 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).

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