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SoK: Explainable Machine Learning for Computer Security Applications


Aug 22, 2022
Azqa Nadeem, Daniël Vos, Clinton Cao, Luca Pajola, Simon Dieck, Robert Baumgartner, Sicco Verwer

* 13 pages, 4 figures, 3 tables. Currently under review 

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SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid Voting


Jun 24, 2022
Azqa Nadeem, Sicco Verwer

* Accepted to appear in ECML/PKDD 2022 

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Robust Attack Graph Generation


Jun 15, 2022
Dennis Mouwen, Sicco Verwer, Azqa Nadeem

* Appeared at LearnAut '22 

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SAGE: Intrusion Alert-driven Attack Graph Extractor


Jul 06, 2021
Azqa Nadeem, Sicco Verwer, Stephen Moskal, Shanchieh Jay Yang

* Accepted to appear in the 1st KDD Workshop on AI-enabled Cybersecurity Analytics (AI4cyber), 2021 

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