Katharina Dietz M. Sc.
![](/fileadmin/_processed_/3/2/csm_dietz_neu_d7de2bfe86.jpg)
Telefon | (0931) 31-87343 |
katharina.dietz@informatik.uni-wuerzburg.de | |
Raum | A212 |
Anschrift | Lehrstuhl für Informatik III |
2024[ to top ]
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The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users. IEEE Access. (2024).
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HALIDS: a hardware-assisted machine learning IDS for in-network monitoring. In: 2024 8th Network Traffic Measurement and Analysis Conference (TMA), Dresden, Germany (2024).
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Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. Transactions on Network and Service Management (TNSM). (2024).
2023[ to top ]
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Demystifying User-based Active Learning for Network Monitoring Tasks. In: 2nd Workshop on Machine Learning & Networking (MaLeNe) as part of NetSys’23. , Potsdam, Germany (2023).
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Want more WANs? Comparison of Traditional and GAN-based Generation of Wide Area Network Topologies via Graph and Performance Metrics. Transactions on Network and Service Management (TNSM). (2023).
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Moving Down the Stack: Performance Evaluation of Packet Processing Technologies for Stateful Firewalls. In: 34th IEEE/IFIP Network Operations and Management Symposium (NOMS). , Miami, Florida (2023).
2022[ to top ]
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Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies. In: 18th International Conference on Network and Service Management (CNSM). , Thessaloniki, Greece (2022).
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ML-based Performance Prediction of SDN using Simulated Data from Real and Synthetic Networks. In: 33th IEEE/IFIP Network Operations and Management Symposium (NOMS). , Budapest, Hungary (2022).
2021[ to top ]
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Browser Fingerprinting: How to Protect Machine Learning Models and Data with Differential Privacy?. In: 1st International Workshop on Machine Learning in Networking (MaLeNe) as part of NetSys’21. , Lübeck, Germany (Virtual Conference) (2021).
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High Performance Network Metadata Extraction Using P4 for ML-Based Intrusion Detection Systems. In: 22nd International Conference on High Performance Switching and Routing (HPSR). , Paris, France (Virtual Conference) (2021).