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Lorenzo Cazzaro
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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
72022
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
22021
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
12023
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
12023
Verifiable Boosted Tree Ensembles
S Calzavara, L Cazzaro, C Lucchese, GE Pibiri
arXiv preprint arXiv:2402.14988, 2024
2024
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