On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method von Yu Guan, Chang-Tsun Li, Roli, Fabio

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Security Evaluation of Pattern Classifiers under Attack von Biggio, Battista, Fumera, Giorgio, Roli, Fabio

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Multiple Classifier Systems: 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings von Roli, Fabio, Kittler, Josef, Windeatt, Terry

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Multiple Classifier Systems: Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002. Proceedings von Roli, Fabio, Kittler, Josef

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Multiple Classifier Systems: 4th International Workshop, MCS 2003 Guildford, UK, June 11–13, 2003 Proceedings von Windeatt, Terry, Roli, Fabio

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Multi-stage ranking approach for fast person re-identification von Fumera, Bahram Lavi Giorgio, Roli, Fabio

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Deep neural rejection against adversarial examples von Sotgiu, Angelo, Demontis, Ambra, Melis, Marco, Biggio, Battista, Fumera, Giorgio, Feng, Xiaoyi, Roli, Fabio

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Multiple Classifier Systems: Second International Workshop, MCS 2001, Cambridge, UK, July 2-4, 2001 : Proceedings von Kittler, Josef, Roli, Fabio

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Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks von Biggio, Battista, Corona, Igino, Fumera, Giorgio, Giacinto, Giorgio, Roli, Fabio

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Design of effective neural network ensembles for image classification purposes von Giacinto, Giorgio, Roli, Fabio

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Intrusion detection in computer networks by a modular ensemble of one-class classifiers von Giacinto, Giorgio, Perdisci, Roberto, Del Rio, Mauro, Roli, Fabio

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A Theoretical Analysis of Bagging as a Linear Combination of Classifiers von Fumera, Giorgio, Roli, Fabio, Serrau, Alessandra

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Wild patterns: Ten years after the rise of adversarial machine learning von Biggio, Battista, Roli, Fabio

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Multiple Classifier Systems: First International Workshop, MCS 2000 Cagliari, Italy, June 21-23, 2000 Proceedings von Kittler, Josef, Roli, Fabio

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Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware von Demetrio, Luca, Biggio, Battista, Lagorio, Giovanni, Roli, Fabio, Armando, Alessandro

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EEG personal recognition based on ‘qualified majority’ over signal patches von Panzino, Andrea, Orrù, Giulia, Marcialis, Gian Luca, Roli, Fabio

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Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues von Corona, Igino, Giacinto, Giorgio, Roli, Fabio

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Empirical assessment of generating adversarial configurations for software product lines von Temple, Paul, Perrouin, Gilles, Acher, Mathieu, Biggio, Battista, Jézéquel, Jean-Marc, Roli, Fabio

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Multiple Classifier Systems: 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings von Sansone, Carlo, Kittler, Josef, Roli, Fabio

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Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning von Cinà, Antonio Emanuele, Grosse, Kathrin, Demontis, Ambra, Vascon, Sebastiano, Zellinger, Werner, Moser, Bernhard A., Oprea, Alina, Biggio, Battista, Pelillo, Marcello, Roli, Fabio

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