Publications
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, «An Approach to the Automatic Design of Multiple Classifier Systems», Pattern Recognition Letters, vol 22, pagg 25-33, 2001.
, «Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations», Pattern Recognition Letters, vol 18, pagg 1353-1362, 1997.
, «Appearance-based People Recognition by Local Dissimilarity Representations», in 14th ACM Workshop on Multimedia and Security, Coventry, United Kingdom, 2012.
(441.39 KB)
(441.39 KB), «Analysis of unsupervised template update in biometric recognition systems», Pattern Recognition Letters, vol 37, n° 1, 2014. (1.37 MB)
(1.37 MB), «Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers», in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol 2364, pagg 252-261.
, «Analysis of Fingerprint Pores for Vitality Detection», in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
, «Analysis of error-reject trade-off in linearly combined multiple classifiers», Pattern Recognition, vol 37, pagg 1245-1265, 2004.
, «Analysis of Error-Reject Trade-off in Linearly Combined Classifiers», in 16th Int. Conferrence on Pattern Recognition (ICPR 2002), Québec City, Canada, 2002, pagg 120-123.
, «Analysis of Co-training Algorithm with Very Small Training Sets», in Structural, Syntactic, and Statistical Pattern Recognition, 2012, vol 7626, pagg 719-726.
, «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.
, «Alarm clustering for intrusion detection systems in computer networks», Engineering Applications of Artificial Intelligence, vol 19, pagg 429-438, 2006.
, «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.
, «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)
(395.38 KB), «Adversarial Pattern Classification», 2009.
, «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)
(674.62 KB), «Adversarial Feature Selection Against Evasion Attacks», IEEE Transactions on Cybernetics, vol 46, n° 3, pagg 766-777, 2016. (2.12 MB)
(2.12 MB), «Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection», ACM Trans. Priv. Secur., vol 24, 2021.
, «Adversarial Detection of Flash Malware: Limitations and Open Issues», Computers & Security, vol 96, 2020. (1.08 MB)
(1.08 MB), «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)
(751.08 KB), «Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues», Information Sciences, vol 239, 2013. (1.49 MB)
(1.49 MB), «An advanced image processing tool for latent fingerprint analysis and liveness assessment». 2010.
, «Adaptive Selection Of Image Classifiers», in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pagg 38-45.
, «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.
, «Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time», in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, VDM - Lambert Academic Publishing, 2012, pagg 120 -143.
