Publications
, «Information fusion for computer security: State of the art and open issues», Information Fusion, vol 10, pagg 274-284, 2009.
, «Liveness Detection Competition 2009», Biometric Technology Today, vol 17, n° 3, 2009.
, «McPAD: A Multiple Classifier System for Accurate Payload-based Anomaly Detection», Computer Networks, vol 53, pagg 864-881, 2009.
(882.94 KB)
(882.94 KB), «Modelling FRR of biometric verification systems using the template co-update algorithm», in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol 5558, pagg 765-774.
, Multiple Classifier Systems, vol 5519. Reykjavik, Iceland: Springer, 2009, pag 540.
, «Multiple Classifier Systems for Adversarial Classification Tasks», in 8th Int. Workshop on Multiple Classifier Systems (MCS 2009), Reykjavik, Iceland, 2009, vol 5519, pagg 132-141. (459.88 KB)
(459.88 KB), «Neighborhood-Based Feature Weighting for Relevance Feedback in Content-Based Retrieval», in 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, United Kingdom, 2009, pagg 238-241. (181.68 KB)
(181.68 KB), «One-class classification for oil spill detection», Pattern Analysis and Applications, 2009.
, «Personal identity verification by serial fusion of fingerprint and face matchers», Pattern Recognition, vol 42, pagg 2807-2817, 2009.
, «Semi-supervised co-update of multiple matchers», in 8th International Workshop on Multiple Classifiers Systems, Reykijavik (Iceland), 2009.
, «Template update methods in adaptive biometric systems: a critical review», in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol 5558, pagg 847-856.
, «Training SpamAssassin with Active Semi-supervised Learning», in 6th Conference on Email and Anti-Spam (CEAS 2009), Mountain View, CA, USA, 2009.
, «Adaptive Biometric System based on Template Update Procedures», University of Cagliari, Cagliari (Italy), 2010.
, «An advanced image processing tool for latent fingerprint analysis and liveness assessment». 2010.
, «Adversarial Pattern Classification», University of Cagliari, Cagliari (Italy), 2010. (2.65 MB)
(2.65 MB), «Analysis of Fingerprint Pores for Vitality Detection», in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
, «Detection of server side web attacks», in Workshop on Applications of Pattern Analysis, Cumberland Lodge, London, UK, 2010. (308.33 KB)
(308.33 KB), «Detection of Web-based attacks», University of Cagliari, Cagliari (Italy), 2010.
, «Dynamic Linear Combination of Two-Class Classifiers», in Lecture Notes in Computer Science, 2010, vol 6218, pagg 473-482.
, «A Fingerprint Forensic Tool for Criminal Investigations», in Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions, IGI Press, 2010, pagg 23-52.
, «HMMPayl: an application of HMM to the analysis of the HTTP Payload», in Workshop on Applications of Pattern Analysis, 2010. (273.18 KB)
(273.18 KB), «Host and Network based Anomaly Detectors for HTTP Attacks», University of Cagliari, Cagliari (Italy), 2010. (5.95 MB)
(5.95 MB), «K-Nearest Neighbors Directed Synthetic Images Injection», in 11th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Desenzano del Garda, Italy, 2010. (167.12 KB)
(167.12 KB), «Moving Targets - When Data Classes Depend on Subjective Judgement, or They Are Crafted by an Adversary to Mislead Pattern Analysis Algorithms - The Cases of Content Based Image Retrieval and Adversarial Classification», in Advances in Data Mining. Applications and Theoretical Aspects, vol LNCS 6171, Springer-Verlag, 2010, pagg 1-16.
, «Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments», Journal of Machine Learning and Cybernetics, vol 1, pagg 27–41, 2010. (844.91 KB)
(844.91 KB)
