Sok: Explainable machine learning for computer security applications A Nadeem, D Vos, C Cao, L Pajola, S Dieck, R Baumgartner, S Verwer 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), 221-240, 2023 | 52 | 2023 |
Efficient training of robust decision trees against adversarial examples D Vos, S Verwer International Conference on Machine Learning, 10586-10595, 2021 | 47 | 2021 |
Robust optimal classification trees against adversarial examples D Vos, S Verwer Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8520-8528, 2022 | 23 | 2022 |
Optimal Decision Tree Policies for Markov Decision Processes D Vos, S Verwer 32nd International Joint Conference on Artificial Intelligence, IJCAI-23 …, 2023 | 10 | 2023 |
DEFenD: A secure and privacy-preserving decentralized system for freight declaration D Vos, L Overweel, W Raateland, J Vos, M Bijman, M Pigmans, Z Erkin arXiv preprint arXiv:1803.09257, 2018 | 10 | 2018 |
Adversarially Robust Decision Tree Relabeling D Vos, S Verwer European Conference on Machine Learning and Principles and Practice of …, 2022 | 9 | 2022 |
The first AI4TSP competition: Learning to solve stochastic routing problems Y Zhang, L Bliek, P da Costa, RR Afshar, R Reijnen, T Catshoek, D Vos, ... Artificial Intelligence 319, 103918, 2023 | 7* | 2023 |
Rural electrification in Swaziland. Phase 2. Cost-benefit analysis JC Jansen, JWJ Van der Linden, D Vos | 3 | 1997 |
Differentially-private decision trees and provable robustness to data poisoning D Vos, J Vos, T Li, Z Erkin, S Verwer arXiv preprint arXiv:2305.15394, 2023 | 1 | 2023 |
Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance JGM van der Linden, D Vos, MM de Weerdt, S Verwer, E Demirović arXiv preprint arXiv:2409.12788, 2024 | | 2024 |
Optimizing Interpretable Decision Tree Policies for Reinforcement Learning D Vos, S Verwer arXiv preprint arXiv:2408.11632, 2024 | | 2024 |
Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts J Vos, D Vos, Z Erkin European Symposium on Research in Computer Security, 408-423, 2022 | | 2022 |