Chair of Data Science (Informatik X)
University of Würzburg
Campus Hubland Nord
Email: maximilian.wolf <at> uni-wuerzburg.de maximilian.wolf <at> hs-coburg.de
I joined the DMIR group 2022 for my cooperative doctorates PhD studies (Würzburg & Coburg) after receiving my master's degree in Computer Science at the university of applied sciences and arts Coburg in 2021.
In the Genesis project at Coburg, we are working on the generation of cybersecurity benchmark datasets.
I am currently working on applying e.g generative models on the creation of synthetic benchmark datasets.
Artificial Intelligence - Machine Learning - Synthetic Data Generation
This is a list of selected publications I have co-authored.
A complete list can be found here.
Evaluating feature relevance XAI in network intrusion detection. . In The World Conference on eXplainable Artificial Intelligence (xAI 2023) - to appear. 2023.
Impact of Generative Adversarial Networks on NetFlow-Based Traffic Classification. . In CISIS, Vol. 1267 of Advances in Intelligent Systems and Computing, Álvaro Herrero, C. Cambra, D. Urda, J. Sedano, H. Quintián, E. Corchado (eds.), pp. 393–404. Springer, 2020.
Effect of Explicit Emotional Adaptation on Prosocial Behavior of Humans towards Robots depends on Prior Robot Experience. . In RO-MAN, pp. 275–281. IEEE, 2018.