Publications

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2012
Z. Akhtar, Fumera, G., Marcialis, G. L., and Roli, F., “Evaluation of serial and parallel multibiometric systems under spoofing attacks”, in 5th IEEE Int'l Conference on Biometrics: Theory, Applications and Systems (BTAS), Washington DC, USA, 2012, vol. . (573.02 KB)
L. Ghiani, Denti, P., and Marcialis, G. L., “Experimental results on fingerprint liveness detection”, in Proceedings of the 7th international conference on Articulated Motion and Deformable Objects (AMDO 2012), Andratx (Mallorca, Spain), 2012. (595.48 KB)
L. Ghiani, Marcialis, G. L., and Roli, F., “Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms”, in Proceedings of the on Multimedia and security, Coventry (UK), 2012. (940.07 KB)
R. Satta, Fumera, G., and Roli, F., “Fast Appearance-based Person Re-identification and Retrieval Using Dissimilarity Representations”, in Convegno Gruppo Italiano Ricercatori in Pattern Recognition (GIRPR), 2012. (945.6 KB)
R. Satta, Fumera, G., and Roli, F., “Fast Person Re-Identification Based on Dissimilarity Representations”, Pattern Recognition Letters, Special Issue on Novel Pattern Recognition-Based Methods for Reidentification in Biometric Context, vol. 33, pp. 1838-1848, 2012. (976.57 KB)
D. Ariu, Marcialis, G. L., Mauri, M., Muntoni, D., Ristori, M., and Roli, F., “Fatevi Riconoscere”. 2012. (1.84 MB)
G. L. Marcialis, Coli, P., and Roli, F., “Fingerprint Liveness Detection based on Fake Finger characteristics”, International Journal of Digital Crime and Forensics, vol. 4, no. 3, 2012.
L. Ghiani, Marcialis, G. L., and Roli, F., “Fingerprint liveness detection by local phase quantization”, in Pattern Recognition (ICPR), 2012 21st International Conference on, Tsukuba (Japan), 2012. (114.74 KB)
I. Pillai, Fumera, G., and Roli, F., “F-Measure Optimisation in Multi-label Classifiers”, in 21st International Conference on Pattern Recognition, Tsukuba, Japan, 2012. (295.91 KB)
R. Satta, Fumera, G., and Roli, F., “A General Method for Appearance-based People Search Based on Textual Queries”, in First International ECCV Workshop on Re-Identification (ReID 2012), Florence, Italy, 2012. (434.27 KB)
R. Tronci, Piras, L., Murgia, G., and Giacinto, G., “Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task”, in CLEF (Online Working Notes/Labs/Workshop), Rome, 2012. (2.78 MB)
G. L. Marcialis, Ghiani, L., Vetter, K., Morgeneier, D., and Roli, F., “Large Scale Experiments on Fingerprint Liveness Detection”, in Joint IAPR Int. Work. on Structural and Statistical Pattern Recognition (SPR & SSPR 2012), Hiroshima (Japan), 2012. (452.46 KB)
B. Biggio, Fumera, G., and Roli, F., “Learning Sparse Kernel Machines with Biometric Similarity Functions for Identity Recognition”, in IEEE 5th International Conference on Biometrics: Theory, Applications and Systems (BTAS 2012), Washington DC (USA), 2012, pp. 325 -330. (336.11 KB)
D. Yambay, Ghiani, L., Denti, P., Marcialis, G. L., Roli, F., and Schuckers, S., “LivDet 2011 – Fingerprint Liveness Detection Competition 2011”, in 5th IAPR/IEEE Int. Conf. on Biometrics (ICB 2012), New Delhi (India), 2012. (1.31 MB)
D. Maiorca, Giacinto, G., and Corona, I., “A Pattern Recognition System for Malicious PDF Files Detection”, in MLDM - International Conference on Machine Learning and Data Mining, Berlin, 2012, vol. 7376, pp. 510-524. (1.74 MB)
R. Tronci, Piras, L., and Giacinto, G., “Performance Evaluation of Relevance Feedback for Image Retrieval by “Real-World” Multi-Tagged Image Datasets”, International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 3, p. 16, 2012. (357.99 KB)
B. Biggio, Fumera, G., Roli, F., and Didaci, L., “Poisoning adaptive biometric systems”, in 9th Int'l Workshop on Statistical Techniques in Pattern Recognition (SPR 2012), 2012, vol. 7626, pp. 417-425. (637.79 KB)
B. Biggio, Nelson, B., and Laskov, P., “Poisoning attacks against support vector machines”, in 29th Int'l Conf. on Machine Learning (ICML), 2012, pp. 1807–1814. (452.94 KB)
L. Piras, Tronci, R., Murgia, G., and Giacinto, G., “The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task”, in CLEF (Online Working Notes/Labs/Workshop), Rome, 2012. (540.05 KB)
B. Biggio, Akhtar, Z., Fumera, G., Marcialis, G. L., and Roli, F., “Security evaluation of biometric authentication systems under real spoofing attacks”, IET Biometrics, vol. 1, no. 1, pp. 11-24, 2012. (3.21 MB)
Z. Akhtar, “Security of Multimodal Biometric Systems against Spoof Attacks”, University of Cagliari, Cagliari (Italy), 2012. (6.38 MB)
B. Biggio, Fumera, G., Marcialis, G. L., and Roli, F., “Security of pattern recognition systems in adversarial environments”. 2012. (235.41 KB)
I. Corona, Tronci, R., and Giacinto, G., “SuStorID: A Multiple Classifier System for the Protection of Web Services”, in International Conference on Pattern Recognition (ICPR 2012), Tsukuba International Congress Center, Tsukuba Science City, JAPAN, 2012, pp. 2375-2378. (286.16 KB)
L. Piras and Giacinto, G., “Synthetic Pattern Generation for Imbalanced Learning in Image Retrieval”, Pattern Recognition Letters, vol. 33, p. 7, 2012. (236.64 KB)
C. Cusano, Satta, R., and Santini, S., “Unsupervised Classemes”, in 2012 ECCV Workshop on Information Fusion in Computer Vision for Concept Recognition (IFCVCR 2012), Firenze (Italy), 2012. (259.36 KB)

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