Publications

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B
B. Biggio, Fumera, G., e Roli, F., «Adversarial Pattern Classification Using Multiple Classifiers and Randomisation», in 12th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition (SSPR 2008), Orlando, Florida, USA, 2008. (395.38 KB)
B. Biggio, «Adversarial Pattern Classification», University of Cagliari, Cagliari (Italy), 2010. (2.65 MB)
B. Biggio, Fumera, G., Russu, P., Didaci, L., e Roli, F., «Adversarial Biometric Recognition: A Review on Biometric System Security from the Adversarial Machine Learning Perspective», IEEE Signal Processing Magazine, vol 32, n° 5, pagg 31-41, 2015. (751.08 KB)
C
P. Coli, Marcialis, G. L., e Roli, F., «Analysis and selection of features for the fingerprint vitality detection», in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, 2006, vol 4109, pagg 907-915.
I. Corona, Giacinto, G., e Roli, F., «Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues», Information Sciences, vol 239, 2013. (1.49 MB)
D
M. A. A. Dewan, Granger, E., Marcialis, G. L., Sabourin, R., e Roli, F., «Adaptive Appearance Model Tracking for Still-to-Video Face Recognition», Pattern Recognition, vol 49, n° 1, 2016. (6.51 MB)
L. Didaci, Fumera, G., e Roli, F., «Analysis of Co-training Algorithm with Very Small Training Sets», in Structural, Syntactic, and Statistical Pattern Recognition, 2012, vol 7626, pagg 719-726.
L. Didaci, Marcialis, G. L., e Roli, F., «Analysis of unsupervised template update in biometric recognition systems», Pattern Recognition Letters, vol 37, n° 1, 2014. (1.37 MB)
L. Didaci, Marcialis, G. L., e Roli, F., «Adaptive Multibiometric Systems», in Multibiometrics for Human Identification, B. Bhanu e Govindaraju, V. Cambridge University Press, 2011.
G
G. Giacinto e Roli, F., «An Approach to the Automatic Design of Multiple Classifier Systems», Pattern Recognition Letters, vol 22, pagg 25-33, 2001.
G. Giacinto, Roli, F., e Fumera, G., «Adaptive Query Shifting for Content-Based Image Retrieval», in Int. Workshop on Machine Learning and Data Mining in Pattern Recognition (MLDM’01), 2001, vol 2123, pagg 337-346.
G. Giacinto, Paolucci, R., e Roli, F., «Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations», Pattern Recognition Letters, vol 18, pagg 1353-1362, 1997.
G. Giacinto e Roli, F., «Adaptive Selection Of Image Classifiers», in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pagg 38-45.
G. Giacinto, Perdisci, R., e Roli, F., «Alarm Clustering for Intrusion Detection Systems in Computer Networks», in Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), Leipzig, Germany, 2005, vol 3587, pagg 184-193.
G. Giacinto e Roli, F., «Automatic Design of Multiple Classifier Systems by Unsupervised Learning», in 1st Int. Workshop on Machine Learning and Data Mining in Pattern Recognition, 1999, vol 1715, pagg 131-143.
K
B. Kolosnjaji, Demontis, A., Biggio, B., Maiorca, D., Giacinto, G., Eckert, C., e Roli, F., «Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables», in 2018 26th European Signal Processing Conference (EUSIPCO), Rome, 2018, pagg 533-537. (674.62 KB)
M
G. L. Marcialis, Roli, F., e Tidu, A., «Analysis of Fingerprint Pores for Vitality Detection», in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
G. L. Marcialis, Fumera, G., e Biggio, B., «Anti-spoofing: Multimodal», in Encyclopedia of Biometrics, S. Z. Li e Jain, A. K. Springer US, 2014, pagg 1-4.
R
A. Rattani, Marcialis, G. L., e Roli, F., «Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time», in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, D. Ranjan Kisku, Gupta, P., e Tistarelli, M. VDM - Lambert Academic Publishing, 2012, pagg 120 -143.

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