397 citations · 433 across the 7 of their papers we have counts for
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cs.CR2022★ 3 cited
SoK: Explainable Machine Learning for Computer Security Applications
Azqa Nadeem, Daniël Vos, Clinton Cao +4
Explainable Artificial Intelligence (XAI) aims to improve the transparency of machine learning (ML) pipelines. We systematize the increasingly growing (but fragmented) microcosm of…
cs.FL2022
Learning state machines via efficient hashing of future traces
Robert Baumgartner, Sicco Verwer
State machines are popular models to model and visualize discrete systems such as software systems, and to represent regular grammars. Most algorithms that passively learn state ma…