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

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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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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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Multiple Classifier Systems: 4th International Workshop, MCS 2003 Guildford, UK, June 11–13, 2003 Proceedings von Windeatt, Terry, 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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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: 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings von Roli, Fabio, Kittler, Josef, Windeatt, Terry

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

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

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DeltaPhish: Detecting Phishing Webpages in Compromised Websites von Corona, Igino, Biggio, Battista, Contini, Matteo, Piras, Luca, Corda, Roberto, Mereu, Mauro, Mureddu, Guido, Ariu, Davide, 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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Analysis of Score-Level Fusion Rules for Deepfake Detection von Concas, Sara, La Cava, Simone Maurizio, Orrù, Giulia, Cuccu, Carlo, Gao, Jie, Feng, Xiaoyi, Marcialis, Gian Luca, 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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Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues von Corona, Igino, Giacinto, Giorgio, 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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