43 citations · 227 across the 23 of their papers we have counts for
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cs.CR2022★ 11 cited
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods
Anna Himmelhuber, Dominik Dold, Stephan Grimm +2
Machine learning (ML) on graph-structured data has recently received deepened interest in the context of intrusion detection in the cybersecurity domain. Due to the increasing amou…
cs.CR2021★ 27 cited
Machine learning on knowledge graphs for context-aware security monitoring
Josep Soler Garrido, Dominik Dold, Johannes Frank
Machine learning techniques are gaining attention in the context of intrusion detection due to the increasing amounts of data generated by monitoring tools, as well as the sophisti…