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Title Issue Date Author(s) Journal Publisher
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables 2018 Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert,... Claudia; Roli, Fabio IEEE (Institute of Electrical and Electronics Engineers)
Multi-Stage Ranking Approach for Fast Person Re-Identification 2018 Lavi Sefidgari, Bahram; Fumera, Giorgio; Roli, Fabio IET COMPUTER VISION
Wild patterns: ten years after the rise of adversarial machine learning 2018 Biggio, Battista; Roli, Fabio PATTERN RECOGNITION
Explaining black-box android malware detection 2018 Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio IEEE, Institute of Electrical and Electronics Engineers
DeltaPhish: Detecting phishing webpages in compromised websites 2017 Corona, Igino; Biggio, Battista; Contini, Matteo; Piras, Luca; Corda, Roberto; Mereu, Mauro; Mure...ddu, Guido; Ariu, Davide; Roli, Fabio Springer
Infinity-norm support vector machines against adversarial label contamination 2017 Demontis, Ambra; Biggio, Battista; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio CEUR-WS
Towards poisoning of deep learning algorithms with back-gradient optimization 2017 Muñoz-González, Luis; Biggio, Battista; Demontis, Ambra; Paudice, Andrea; Wongrassamee, Vasin; ...Lupu, Emil C.; Roli, Fabio Association for Computing Machinery
Deepsquatting: Learning-based typosquatting detection at deeper domain levels 2017 Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Ro...li, Fabio Springer
Gesture modelling and recognition by integrating declarative models and pattern recognition algorithms 2017 Carcangiu, Alessandro; Spano, Lucio Davide; Fumera, Giorgio; Roli, Fabio Springer
Face anti-spoofing via hybrid convolutional neural network 2017 Li, Lei; Xia, Zhaoqiang; Li, Linghan; Jiang, Xiaoyue; Feng, Xiaoyi; Roli, Fabio IEEE (Institute of Electrical and Electronics Engineers)
Fingerprint liveness detection using local texture features 2017 Ghiani, L; Hadid, A; Marcialis, GL; Roli, F IET BIOMETRICS
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015 2017 Ghiani, L; Yambay, DA; Mura, V; Marcialis, GL; Roli, F; Schuckers, SA IMAGE AND VISION COMPUTING
Designing multi-label classifiers that maximize F measures: State of the art 2017 Pillai, I; Fumera, G; Roli, F PATTERN RECOGNITION
Statistical meta-analysis of presentation attacks for secure multibiometric systems 2017 Biggio, B; Fumera, G; Marcialis, GL; Roli, F IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Randomized Prediction Games for Adversarial Machine Learning 2017 Rota Bulò, S; Biggio, Battista; Pillai, Ignazio; Pelillo, M; Roli, Fabio IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
Editorial of the Special Issue on Multi-instance Learning in Pattern Recognition and Vision 2017 Wu, Jianxin; Bai, Xiang; Loog, Marco; Roli, Fabio; Zhou, Zhi-Hua PATTERN RECOGNITION
Learning extremely shared middle-level image representation for scene classification 2017 Tang, P; Zhang, J; Wang, X; Feng, B; Roli, Fabio; Liu, W. KNOWLEDGE AND INFORMATION SYSTEMS
Fingerprint Presentation Attacks Detection based on the User-Specific Effect 2017 Ghiani, Luca; Marcialis, Gian Luca; Roli, Fabio IEEE
A parameter randomization approach for constructing classifier ensembles 2017 Santucci, Enrica; Didaci, Luca; Fumera, Giorgio; Roli, Fabio PATTERN RECOGNITION
A multi-stage approach for fast person re-identification 2016 Lavi, Bahram; Fumera, Giorgio; Roli, Fabio Springer

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