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Title Issue Date Author(s) Journal Publisher
Empirical assessment of generating adversarial configurations for software product lines 2021 Temple, P.; Perrouin, G.; Acher, M.; Biggio, B.; Jezequel, J. -M.; Roli, F. EMPIRICAL SOFTWARE ENGINEERING
EEG personal recognition based on ‘qualified majority’ over signal patches 2021 Panzino, Andrea; Orru', Giulia; Marcialis, Gian Luca; Roli, Fabio IET BIOMETRICS
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? 2021 Casula, R.; Orru', G.; Angioni, D.; Feng, X.; Marcialis, G. L.; Roli, F. Institute of Electrical and Electronics Engineers
Detecting Anomalies from Video-Sequences: a Novel Descriptor 2021 Orru', G.; Ghiani, D.; Pintor, M.; Marcialis, G. L.; Roli, F. Institute of Electrical and Electronics Engineers
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware 2021 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection 2021 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. ACM TRANSACTIONS ON PRIVACY AND SECURITY
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? 2021 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. Institute of Electrical and Electronics Engineers Inc.
Do gradient-based explanations tell anything about adversarial robustness to android malware? 2021 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Fingerprint recognition with embedded presentation attacks detection: are we ready? 2021 Micheletto, M.; Marcialis, G. L.; Orru', G.; Roli, F. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
Adversarial Detection of Flash Malware: Limitations and Open Issues 2020 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. COMPUTERS & SECURITY
A novel classification-selection approach for the self updating of template-based face recognition systems 2020 Orrù, Giulia; Marcialis, Gian Luca; Roli, Fabio PATTERN RECOGNITION
Deep neural rejection against adversarial examples 2020 SOTGIU, ANGELO; DEMONTIS, AMBRA; MELIS, MARCO; BIGGIO, BATTISTA; FUMERA, GIORGIO; Feng, Xiaoyi; R...OLI, FABIO EURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks 2019 Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina;... Nita-Rotaru, Cristina; Roli, Fabio USENIX Association
An experimental investigation on self adaptive facial recognition algorithms using a long time span data set 2019 Orru', Giulia; Marcialis, Gian Luca; Roli, Fabio IEEE (Institute of Electrical and Electronics Engineers)
Review of fingerprint presentation attack detection competitions 2019 Yambay, David; Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio; Schuckers, Stephanie Springer London
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection 2019 Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Cor...ona, Igino; Giacinto, Giorgio; Roli, Fabio IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
DEICTIC: a compositional and declarative gesture description based on hidden markov models 2019 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
Towards quality assurance of software product lines with adversarial configurations 2019 Temple, P.; Acher, M.; Perrouin, G.; Biggio, B.; Jezequel, J. -M.; Roli, F. Association for Computing Machinery
Explaining vulnerabilities of deep learning to adversarial malware binaries 2019 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid 2018 Melis, Marco; Demontis, Ambra; Biggio, Battista; Brown, Gavin; Fumera, Giorgio; Roli, Fabio IEEE (Institute of Electrical and Electronics Engineers)

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