Publications

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Journal Article
M. Narouei, Ahmadi, M., Giacinto, G., Takabi, H., and Sami, A., DLLMiner: structural mining for malware detection, Security and Communication Networks, 2015. (731.78 KB)
G. Giacinto and Roli, F., Dynamic Classifier Selection Based on Multiple Classifier Behaviour, Pattern Recognition, vol. 34, pp. 179-181, 2001.
R. Perdisci, Corona, I., and Giacinto, G., Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis, IEEE Transactions on Dependable and Secure Computing, vol. 9, pp. 714-726, 2012. (1.37 MB)
M. Fraschini, Hillebrand, A., Demuru, M., Didaci, L., and Marcialis, G. L., An EEG-based biometric system using eigenvector centrality in resting state brain activity, IEEE Signal Processing Letters, vol. 22, no. 6, 2015. (522.35 KB)
M. Scalas, Maiorca, D., Mercaldo, F., Visaggio, C. Aaron, Martinelli, F., and Giacinto, G., On the Effectiveness of System API-Related Information for Android Ransomware Detection, Computers and Security, vol. 86, pp. 162-182, 2019. (706.92 KB)
C. - T. Li and Satta, R., Empirical Investigation into the Correlation between Vignetting Effect and the Quality of Sensor Pattern Noise, IET Computer Vision, vol. 6, no. 6, pp. 560-566, 2012.
S. B. Serpico, Bruzzone, L., and Roli, F., An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images, Pattern Recognition Letters, vol. 17, pp. 1331-1341, 1996.
L. Bruzzone, Roli, F., and Serpico, S. B., An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 1318-1321, 1995.
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)
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.
P. Coli, Marcialis, G. L., and Roli, F., Fingerprint silicon replicas: static and dynamic features for vitality detection using an optical capture device, International Journal of Image and Graphics, vol. 8, pp. 495-512, 2008.
G. L. Marcialis and Roli, F., Fingerprint verification by fusion of optical and capacitive sensors, Pattern Recognition Letters, vol. 25, pp. 1315-1322, 2004.
G. L. Marcialis and Roli, F., Fusion of appearance-based face recognition algorithms, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
F. Roli, Fusion of Multiple Classifiers, 2002.
G. Giacinto, Roli, F., and Didaci, L., Fusion of multiple classifiers for intrusion detection in computer networks, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
G. L. Marcialis and Roli, F., Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function, Pattern Recognition Letters, vol. 26, pp. 1830-1839, 2005.
F. Roli, Fusion of Multiple Pattern Classifiers, 2003.
G. L. Marcialis, Roli, F., and Muntoni, D., Group-specific face verification using soft biometrics, Journal of Visual Languages and Computing, vol. 20, pp. 101-109, 2009.
D. Ariu, Tronci, R., and Giacinto, G., HMMpayl: An Intrusion Detection System Based On Hidden Markov Models, Computers & Security, vol. 30, pp. 221 - 241, 2011. (1.88 MB)
I. Rida, Jiang, X., and Marcialis, G. L., Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition, IEEE Signal Processing Letters, vol. 23, no. 1, 2016. (692.14 KB)
F. Roli, Serpico, S. B., and Vernazza, G., Image Recognition by integration of connectionist and symbolic approaches, Int. Journal of Pattern Recognition and Artificial Intelligence, vol. 9, pp. 485-515, 1995.
I. Corona, Giacinto, G., Mazzariello, C., Roli, F., and Sansone, C., Information fusion for computer security: State of the art and open issues, Information Fusion, vol. 10, pp. 274-284, 2009.
L. Piras and Giacinto, G., Information Fusion in Content Based Image Retrieval: A Comprehensive Overview, Information Fusion, vol. 37, pp. 50-60, 2017. (734.6 KB)
G. Giacinto, Perdisci, R., Del Rio, M., and Roli, F., Intrusion detection in computer networks by a modular ensemble of one-class classifiers, Information Fusion, vol. 9, 2008.
F. Roli, Fontana, F., Pellegretti, P., and Dambra, C., Knowledge-Based Control in Multisensor Image Processing and Recognition, Optical Engineering Journal, vol. 32, pp. 1153-1166, 1993.

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