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Lorenzo Cazzaro
Tytuł
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Beyond robustness: Resilience verification of tree-based classifiers
S Calzavara, L Cazzaro, C Lucchese, F Marcuzzi, S Orlando
Computers & Security 121, 102843, 2022
102022
Explainable Global Fairness Verification of Tree-Based Classifiers
S Calzavara, L Cazzaro, C Lucchese, F Marcuzzi
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 1-17, 2023
32023
AMEBA: an adaptive approach to the black-box evasion of machine learning models
S Calzavara, L Cazzaro, C Lucchese
Proceedings of the 2021 ACM Asia conference on computer and communications …, 2021
32021
Verifiable Learning for Robust Tree Ensembles
S Calzavara, L Cazzaro, GE Pibiri, N Prezza
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
22023
Watermarking Decision Tree Ensembles
S Calzavara, L Cazzaro, D Gera, S Orlando
arXiv preprint arXiv:2410.04570, 2024
2024
Timber! Poisoning Decision Trees
S Calzavara, L Cazzaro, M Vettori
arXiv preprint arXiv:2410.00862, 2024
2024
Verifiable Boosted Tree Ensembles
S Calzavara, L Cazzaro, C Lucchese, GE Pibiri
arXiv preprint arXiv:2402.14988, 2024
2024
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