Katharina Dietz

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Intrusion Detection

Network Topologies

Network Traffic Monitoring

Interacting Agents

Top Venues

IEEE Trans. Netw. Serv. Manag.

Electron. Commun. Eur. Assoc. Softw. Sci. Technol.

Publications

Michael Seufert, Katharina Dietz, Nikolas Wehner, Stefan Geißler, Joshua Schüler, Manuel Wolz, Andreas Hotho, Pedro Casas, Tobias Hoßfeld, Anja Feldmann
Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Katharina Dietz, Michael Mühlhauser, Jochen Kögel, Stephan Schwinger, Marleen Sichermann, Michael Seufert, Dominik Herrmann, Tobias Hoßfeld
The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users. IEEE Access 12 (2024)
B. Brandino, E. Grampin, Katharina Dietz, Nikolas Wehner, Michael Seufert, Tobias Hoßfeld, Pedro Casas
HALIDS: a Hardware-Assisted Machine Learning IDS for in-Network Monitoring. TMA (2024)
Katharina Dietz, Michael Seufert, Tobias Hoßfeld
Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Katharina Dietz, Nicholas Gray, Manuel Wolz, Claas Lorenz, Tobias Hoßfeld, Michael Seufert
Moving Down the Stack: Performance Evaluation of Packet Processing Technologies for Stateful Firewalls. NOMS (2023)
Katharina Dietz, Michael Seufert, Tobias Hoßfeld
Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies. CNSM (2022)
Katharina Dietz, Michael Mühlhauser, Michael Seufert, Nicholas Gray, Tobias Hoßfeld, Dominik Herrmann
Browser Fingerprinting: How to Protect Machine Learning Models and Data with Differential Privacy? Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022)
Katharina Dietz, Nicholas Gray, Michael Seufert, Tobias Hossfeld
ML-based Performance Prediction of SDN using Simulated Data from Real and Synthetic Networks. NOMS (2022)