Vera Rimmer, Azqa Nadeem, Sicco Verwer, Davy Preuveneers, Wouter Joosen (2022), Open-World Network Intrusion Detection, In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) p.254-283, Springer.
A. Nadeem, C.A. Hammerschmidt, C. Hernandez Ganan, S.E. Verwer (2021), Beyond Labeling: Using Clustering to Build Network Behavioral Profiles of Malware Families, Andrii Shalaginov, Mark Stamp, Mamoun Alazab (Eds.), In Malware Analysis using Artificial Intelligence and Deep Learning p.381-409, Springer.
Laurens Bliek, Arthur Guijt, Sicco Verwer, Mathijs De Weerdt (2021), Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints, In GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion p.1851-1859, ACM.
Rickard Karlsson, Laurens Bliek, Sicco Verwer, Mathijs de Weerdt (2021), Continuous Surrogate-Based Optimization Algorithms Are Well-Suited for Expensive Discrete Problems, Mitra Baratchi, Lu Cao, Walter A. Kosters, Jefrey Lijffijt, Jan N. van Rijn, Frank W. Takes (Eds.), In Artificial Intelligence and Machine Learning - 32nd Benelux Conference, BNAIC/Benelearn 2020, Revised Selected Papers p.48-63, Springer.
Qing Chuan Ye, Jason. S. Rhuggenaath, Yingqian Zhang, Sicco Verwer, Michiel Jurgen Hilgeman (2021), Data driven design for online industrial auctions, In Annals of Mathematics and Artificial Intelligence Volume 89 p.675-691.
D.A. Vos, S.E. Verwer (2021), Efficient Training of Robust Decision Trees Against Adversarial Examples, Edit Luis A. Leiva, Cédric Pruski, Réka Markovich, Amro Najjar, Christoph Schommer (Eds.), In BNAIC/BeneLearn 2021 p.702-703.
A. Nadeem, S.E. Verwer, Stephen Moskal, Shanchieh Jay Yang (2021), Enabling Visual Analytics via Alert-driven Attack Graphs, In CCS 2021 - Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security p.2420-2422, ACM.
A. Nadeem, S.E. Verwer, Shanchieh Jay Yang (2021), SAGE: Intrusion Alert-driven Attack Graph Extractor, In 18th IEEE Symposium on Visualization for Cyber Security p.36-41, IEEE.
A. Nadeem, S.E. Verwer, Stephen Moskal, Shanchieh Jay Yang (2021), SAGE: Intrusion Alert-driven Attack Graph Extractor (Encore abstract), Edit Luis A. Leiva, Cédric Pruski, Réka Markovich, Amro Najjar, Christoph Schommer (Eds.), In BNAIC/BeneLearn 2021 p.659-661.
Laurens Bliek, Sicco Verwer, Mathijs de Weerdt (2020), Black-box combinatorial optimization using models with integer-valued minima, In Annals of Mathematics and Artificial Intelligence Volume 89 p.639-653.