203 citations · 335 across the 16 of their papers we have counts for
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cs.LG2022★ 203 cited
Deep Learning for Anomaly Detection in Log Data: A Survey
Max Landauer, Sebastian Onder, Florian Skopik +1
Automatic log file analysis enables early detection of relevant incidents such as system failures. In particular, self-learning anomaly detection techniques capture patterns in log…
cs.CR2022★ 45 cited
Maintainable Log Datasets for Evaluation of Intrusion Detection Systems
Max Landauer, Florian Skopik, Maximilian Frank +3
Intrusion detection systems (IDS) monitor system logs and network traffic to recognize malicious activities in computer networks. Evaluating and comparing IDSs with respect to thei…