Lorenzo Cazzaro

According to our database, Lorenzo Cazzaro authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Verifiable Boosted Tree Ensembles.

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

Proceedings of the IEEE Symposium on Security and Privacy, 2025

Timber! Poisoning Decision Trees.

Stefano Calzavara, Lorenzo Cazzaro, Massimo Vettori

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2025

Watermarking Decision Tree Ensembles.

Stefano Calzavara, Lorenzo Cazzaro, Donald Gera, Salvatore Orlando

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

Less is More: Boosting Coverage of Web Crawling through Adversarial Multi-Armed Bandit.

Lorenzo Cazzaro, Stefano Calzavara, Maksim Kovalkov, Aleksei Stafeev, Giancarlo Pellegrino

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

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