Get started
Author

Daniël Vos

Observed names: Vos, D.A., Vos, Daniel, Vos, Daniël, Vos, Daniël
Observed institution: Delft University of Technology
ORCID: 0000-0003-2547-9858
Observed ORCID: 0000-0003-2547-9858
OpenAlex ID: A5074154254
SoK: Explainable Machine Learning for Computer Security Applications
2023 · Azqa Nadeem, Daniël Vos, et al. · IEEE European Symposium on Security and Privacy · 79
PDF
Efficient Training of Robust Decision Trees Against Adversarial Examples
2020 · Vos, Daniël, Verwer, Sicco · arXiv (Cornell University) · 25
PDF
Robust Optimal Classification Trees against Adversarial Examples
2022 · Daniël Vos, Sicco Verwer · Proceedings of the AAAI Conference on Artificial Intelligence · 18
Adversarially Robust Decision Tree Relabeling
2023 · Daniël Vos, Sicco Verwer · Lecture notes in computer science · 10
Optimal Decision Tree Policies for Markov Decision Processes
2023 · Daniël Vos, Sicco Verwer · International Joint Conference on Artificial Intelligence · 9
PDF
The first AI4TSP competition: Learning to solve stochastic routing problems
2023 · Yingqian Zhang, Laurens Bliek, et al. · Artificial Intelligence · 8
DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration
2018 · Vos, Daniël, Overweel, Leon, et al. · arXiv (Cornell University) · 4
PDF
DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration
2018 · Vos, Daniel, Overweel, Leon, et al. · arXiv (Cornell University) · 3
Optimizing Interpretable Decision Tree Policies for Reinforcement Learning
2024 · Vos, Daniël, Verwer, Sicco · arXiv (Cornell University) · 2
PDF
Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance
2024 · van der Linden, Jacobus G. M., Vos, Daniël, et al. · arXiv (Cornell University) · 1
PDF
Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts
2022 · Jelle Vos, Daniël Vos, et al. · Lecture notes in computer science · 1
Computational Strategies for Model Predictive Control on Switching Max-plus Linear Systems
2019 · Daniël Vos · Research Repository (Delft University of Technology) · 1
PDF
Counterfactual Routing Using Integer Programming with Constraint Generation
2026 · Vos, Daniël, Lutz, Sterre · arXiv (Cornell University)
PDF
Optimizing Minimax Regret in Uncertain MDPs with Small Sets of Policies
2026 · Lutz, Sterre, Vos, Daniël, et al. · arXiv (Cornell University)
PDF
Faster Optimization of Decision Tree Policies for Markov Decision Processes
2026 · Daniël Vos, Anna Lukina · Lecture notes in computer science
Source code and data for PhD Thesis "Optimal Decision Trees: Algorithms and Applications"
2026 · van der Linden, Jacobus G. M., Arslan, Elif, et al. · 4TU.ResearchData
Source code and data for PhD Thesis "Optimal Decision Trees: Algorithms and Applications"
2026 · van der Linden, Jacobus G. M., Arslan, Elif, et al. · 4TU.ResearchData
Differentially-Private Decision Trees and Provable Robustness to Data Poisoning
2023 · Vos, Daniël, Vos, Jelle, et al. · arXiv (Cornell University)
PDF
Adversarially Robust Decision Trees Against User-Specified Threat Models
2020 · Daniël Vos · Research Repository (Delft University of Technology)
PDF
Creating an automation tool for customer journey experts at ING
2018 · Thomas Kluiters, Leon Overweel, et al. · Research Repository (Delft University of Technology)
PDF
Works count: 22
Citation count: 150
H-index: 6
I10-index: 4
Year
Topic
Type