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Claudio Lucchese

Istituto di Scienza e Tecnologie dell'Informazione
Ca' Foscari University of Venice

164

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2637

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Certifying machine learning models against evasion attacks by program analysis

2022 Journal of Computer Security
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Beyond robustness: Resilience verification of tree-based classifiers

2022 Computers & Security
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A comparison of spatio-temporal prediction methods: a parking availability case study.

2022 SAC | ACM Symposium on Applied Computing
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EiFFFeL: enforcing fairness in forests by flipping leaves.

2022 SAC | ACM Symposium on Applied Computing
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Feature partitioning for robust tree ensembles and their certification in adversarial scenarios - EURASIP Journal on Information Security

2021 Eurasip Journal on Information Security
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AMEBA: An Adaptive Approach to the Black-Box Evasion of Machine Learning Models

2021 CCS | Computer and Communications Security
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AMEBA: An Adaptive Approach to the Black-Box Evasion of Machine Learning Models

2021 CCS | Computer and Communications Security
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Learning Early Exit Strategies for Additive Ranking Ensembles

2021 arXiv: Information Retrieval
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Learning Early Exit Strategies for Additive Ranking Ensembles

2021 | International Conference on Research on Development in Information Retrieval
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Learning Early Exit Strategies for Additive Ranking Ensembles

2021 SIGIR | International ACM SIGIR Conference on Research and Development in Information Retrieval
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