Lorenzo Cazzaro

According to our database, Lorenzo Cazzaro authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Watermarking Decision Tree Ensembles.

Stefano Calzavara, Lorenzo Cazzaro, Donald Gera, Salvatore Orlando

CoRR, 2024

Timber! Poisoning Decision Trees.

Stefano Calzavara, Lorenzo Cazzaro, Massimo Vettori

CoRR, 2024

Verifiable Boosted Tree Ensembles.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Giulio Ermanno Pibiri

CoRR, 2024

2023

Explainable Global Fairness Verification of Tree-Based Classifiers.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Verifiable Learning for Robust Tree Ensembles.

Stefano Calzavara, Lorenzo Cazzaro, Giulio Ermanno Pibiri, Nicola Prezza

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Beyond robustness: Resilience verification of tree-based classifiers.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando

Comput. Secur., 2022

2021

AMEBA: An Adaptive Approach to the Black-Box Evasion of Machine Learning Models.

Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021