Markus Ring

According to our database, Markus Ring authored at least 16 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

The Impact of Different System Call Representations on Intrusion Detection.

Sarah Wunderlich, Markus Ring, Dieter Landes, Andreas Hotho

Log. J. IGPL, 2022

On Learning Hierarchical Embeddings from Encrypted Network Traffic.

Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021

Detektion sicherheitskritischer Ereignisse in Unternehmensnetzwerken mittels Data Mining.

Markus Ring

PhD thesis, 2021

Malware detection on windows audit logs using LSTMs.

Markus Ring, Daniel Schlör, Sarah Wunderlich, Dieter Landes, Andreas Hotho

Comput. Secur., 2021

2020

iNALU: Improved Neural Arithmetic Logic Unit.

Daniel Schlör, Markus Ring, Andreas Hotho

Frontiers Artif. Intell., 2020

Financial Fraud Detection with Improved Neural Arithmetic Logic Units.

Daniel Schlör, Markus Ring, Anna Krause, Andreas Hotho

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data.

Julian Tritscher, Markus Ring, Daniel Schlör, Lena Hettinger, Andreas Hotho

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Impact of Generative Adversarial Networks on NetFlow-Based Traffic Classification.

Maximilian Wolf, Markus Ring, Dieter Landes

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

2019

A survey of network-based intrusion detection data sets.

Markus Ring, Sarah Wunderlich, Deniz Scheuring, Dieter Landes, Andreas Hotho

Comput. Secur., 2019

Flow-based network traffic generation using Generative Adversarial Networks.

Markus Ring, Daniel Schlör, Dieter Landes, Andreas Hotho

Comput. Secur., 2019

Comparison of System Call Representations for Intrusion Detection.

Sarah Wunderlich, Markus Ring, Dieter Landes, Andreas Hotho

Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2017

IP2Vec: Learning Similarities Between IP Addresses.

Markus Ring, Alexander Dallmann, Dieter Landes, Andreas Hotho

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016

A presentation framework for programming in programing lectures.

Michael Ebert, Markus Ring

Proceedings of the 2016 IEEE Global Engineering Education Conference, 2016

2015

ConDist: A Context-Driven Categorical Distance Measure.

Markus Ring, Florian Otto, Martin Becker, Thomas Niebler, Dieter Landes, Andreas Hotho

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Automatic Threshold Calculation for the Categorical Distance Measure ConDist.

Markus Ring, Dieter Landes, Andreas Hotho

Proceedings of the LWA 2015 Workshops: KDML, 2015

2014

Combination of statistical and semantic data sources for the improvement of software engineering courses (Vision Paper).

Michael Koch, Markus Ring, Florian Otto, Dieter Landes

Proceedings of the 7th International Conference on Educational Data Mining, 2014