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ORCIDClaudio Lucchese
- > Home > Persons > Claudio Lucchese
Publications
- 2024
[i25]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Giulio Ermanno Pibiri:
Verifiable Boosted Tree Ensembles. CoRR abs/2402.14988 (2024)- 2023
- [j31]Stefano Calzavara, Pietro Ferrara
, Claudio Lucchese:
Certifying machine learning models against evasion attacks by program analysis. J. Comput. Secur. 31(1): 57-84 (2023) - [c97]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi:
Explainable Global Fairness Verification of Tree-Based Classifiers. SaTML 2023: 1-17 - 2022
- [j30]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Beyond robustness: Resilience verification of tree-based classifiers. Comput. Secur. 121: 102843 (2022) - [i19]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi:
Explainable Global Fairness Verification of Tree-Based Classifiers. CoRR abs/2209.13179 (2022) - 2021
- [j28]Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Feature partitioning for robust tree ensembles and their certification in adversarial scenarios. EURASIP J. Inf. Secur. 2021(1): 12 (2021) - [c88]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese:
AMEBA: An Adaptive Approach to the Black-Box Evasion of Machine Learning Models. AsiaCCS 2021: 292-306 - [i16]Stefano Calzavara, Lorenzo Cazzaro, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Beyond Robustness: Resilience Verification of Tree-Based Classifiers. CoRR abs/2112.02705 (2021) - 2020
- [j27]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: training evasion-aware decision trees. Data Min. Knowl. Discov. 34(5): 1390-1420 (2020) - [c86]Stefano Calzavara, Pietro Ferrara, Claudio Lucchese:
Certifying Decision Trees Against Evasion Attacks by Program Analysis. ESORICS (2) 2020: 421-438 - [i14]Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando:
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios. CoRR abs/2004.03295 (2020) - [i12]Stefano Calzavara, Pietro Ferrara, Claudio Lucchese:
Certifying Decision Trees Against Evasion Attacks by Program Analysis. CoRR abs/2007.02771 (2020) - 2019
- [c83]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei:
Adversarial Training of Gradient-Boosted Decision Trees. CIKM 2019: 2429-2432 - [i11]Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando:
Treant: Training Evasion-Aware Decision Trees. CoRR abs/1907.01197 (2019)
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