SoK: Explainable Machine Learning for Computer Security Applications. - Azqa Nadeem; Daniël Vos; Clinton Cao; Luca Pajola; Simon Dieck; Robert Baumgartner; Sicco Verwer (EuroS&P, 2023)

Learning Syntactic Monoids from Samples by extending known Algorithms for learning State Machines. - Simon Dieck; Sicco Verwer (ICGI, 2023)

Detecting Changes in Loop Behavior for Active Learning. - Bram Verboom; Simon Dieck; Sicco Verwer (ICGI, 2023)

On Bidirectional Deterministic Finite Automata. - Simon Dieck; Sicco Verwer (CIAA, 2024)