Markus Ring

A survey of network-based intrusion detection data sets

Markus Ring, Sarah Wunderlich, Deniz Scheuring et al. · Computers & Security · 2019 · 747 citations · Full text

Engineering, Data Science, Data Mining +11

Flow-based network traffic generation using Generative Adversarial Networks

Markus Ring, Daniel Schlör, Dieter Landes et al. · Computers & Security · 2018 · 201 citations · Full text

Internet Traffic Analysis, Network Traffic Control, Network Analysis +3

IP2Vec: Learning Similarities Between IP Addresses

Markus Ring, Alexander Dallmann, Dieter Landes et al. · 2017 · 78 citations

Internet Traffic Analysis, Engineering, Machine Learning +17

Detection of slow port scans in flow-based network traffic

Markus Ring, Dieter Landes, Andreas Hotho · PLoS ONE · 2018 · 49 citations · Full text

Internet Traffic Analysis, Engineering, Information Security +18

Malware detection on windows audit logs using LSTMs

Markus Ring, Daniel Schlör, Sarah Wunderlich et al. · Computers & Security · 2021 · 36 citations

Engineering, Information Security, Anti-virus Technique +5