DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration. - Daniël Vos; Leon Overweel; Wouter Raateland; Jelle Vos; Matthijs Bijman; Max Pigmans; Zekeriya Erkin (CoRR, 2018)

Efficient Training of Robust Decision Trees Against Adversarial Examples. - Daniël Vos; Sicco Verwer (ICML, 2021)

Robust Optimal Classification Trees against Adversarial Examples. - Daniël Vos; Sicco Verwer (AAAI, 2022)

Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts. - Jelle Vos; Daniël Vos; Zekeriya Erkin (ESORICS (1), 2022)

Adversarially Robust Decision Tree Relabeling. - Daniël Vos; Sicco Verwer (ECML/PKDD (3), 2022)

The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. - Laurens Bliek; Paulo da Costa 001; Reza Refaei Afshar; Yingqian Zhang 001; Tom Catshoek; Daniël Vos; Sicco Verwer; Fynn Schmitt-Ulms; André Hottung; Tapan Shah 001; Meinolf Sellmann; Kevin Tierney; et al. (CoRR, 2022)

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)

Optimal Decision Tree Policies for Markov Decision Processes. - Daniël Vos; Sicco Verwer (IJCAI, 2023)

Differentially-Private Decision Trees with Probabilistic Robustness to Data Poisoning. - Daniël Vos; Jelle Vos; Tianyu Li 002; Zekeriya Erkin; Sicco Verwer (CoRR, 2023)

The first AI4TSP competition: Learning to solve stochastic routing problems. - Yingqian Zhang 001; Laurens Bliek; Paulo da Costa 001; Reza Refaei Afshar; Robbert Reijnen; Tom Catshoek; Daniël Vos; Sicco Verwer; Fynn Schmitt-Ulms; André Hottung; Tapan Shah 001; Meinolf Sellmann; et al. (Artif. Intell., 2023)

Optimizing Interpretable Decision Tree Policies for Reinforcement Learning. - Daniël Vos; Sicco Verwer (CoRR, 2024)

Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance. - Jacobus G. M. van der Linden; Daniël Vos; Mathijs Michiel de Weerdt; Sicco Verwer; Emir Demirovic (CoRR, 2024)