Publications

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B. Biggio, On Learning and Recognition of Secure Patterns (Invited keynote at AISec '14), in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottsdale, Arizona, USA, 2014, pp. 1-2. (110.67 KB)
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)
F. Roli and Serpico, S. B., Land-cover classification in remote-sensing images using structured neural networks, Int. Journal of EARSel Advances in Remote Sensing, vol. 4, pp. 107-115, 1995.
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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.
L. Piras and Giacinto, G., 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)
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R. Delussu, Putzu, L., and Fumera, G., Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios, in Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2020, Valletta - Malta, 2020, vol. 4, pp. 365-372. (4.23 MB)
D. Ariu, Corona, I., Giacinto, G., Perdisci, R., and Roli, F., Intrusion Detection Systems based on anomaly detection techniques, in Italian Workshop on Privacy and Security (PRISE), Rome, 2007.
I. Corona, Giacinto, G., and Roli, F., Intrusion Detection in Computer Systems using Multiple Classifer Systems, in Supervised and Unsupervised Ensemble Methods and Their Applications, O. Okun and G. Valentini., Springer-Verlag, Berlin/Heidelberg, 2008, pp. 91-114.
I. Corona, Giacinto, G., and Roli, F., Intrusion detection in computer systems as a pattern recognition task in adversarial environment: a critical review, in Workshop on Neural Information Processing Systems (NIPS), Whistler, British Columbia, Canada, 2007.
G. Giacinto and Roli, F., Intrusion Detection in Computer Networks by Multiple Classifier Systems, in 16th International Conference on Pattern Recognition (ICPR 2002), Quebec City, Canada, 2002, vol. II, pp. 390-393.
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.
L. Zhou, Piras, L., Riegler, M., Lux, M., Dang-Nguyen, D. - T., and Gurrin, C., An Interactive Lifelog Retrieval System for Activities of Daily Living Understanding, in Working Notes of {CLEF} 2018 - Conference and Labs of the Evaluation Forum, Avignon, France, September 10-14, 2018., 2018.
G. Giacinto and Roli, F., Instance-Based Relevance Feedback in Image Retrieval using Dissimilarity Spaces, in Case-Based Reasoning for signals and images, P. Perner Springer, 2007.
G. Giacinto and Roli, F., Instance-Based Relevance Feedback for Image Retrieval, in Advances in Neural Information Processing Systems (NIPS) 17, 2005, pp. 489-496.
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)
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.
A. Demontis, Biggio, B., Fumera, G., Giacinto, G., and Roli, F., Infinity-norm Support Vector Machines against Adversarial Label Contamination, 1st Italian Conference on CyberSecurity (ITASEC). Venice, Italy , pp. 106-115, 2017. (504.93 KB)
R. Tronci, Giacinto, G., and Roli, F., Index Driven Combination of Multiple Biometric Experts for AUC Maximisation, in 7th International Workshop on Multiple Classifiers Systems MCS 2007, Prague (Czech Republic), 2007, vol. 4472, pp. 357-366.
B. Biggio, Fumera, G., Pillai, I., and Roli, F., Improving Image Spam Filtering Using Image Text Features, in Fifth Conference on Email and Anti-Spam (CEAS 2008), Mountain View, CA, USA, 2008. (154.27 KB)
I. Rida, Bouridane, A., and Marcialis, G. L., Improved Human Gait Recognition, in 18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol. 9280, pp. 119-129. (398.61 KB)
R. Tronci, Murgia, G., Pili, M., Piras, L., and Giacinto, G., ImageHunter: a novel tool for Relevance Feedback in Content Based Image Retrieval, in 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval (DART), Palermo, Italy, 2011. (1.31 MB)
R. Tronci, Murgia, G., Pili, M., Piras, L., and Giacinto, G., ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval, in New Challenges in Distributed Information Filtering and Retrieval. DART 2011: Revised and Invited Papers, C. Lai, Semeraro, G., and Vargiu, E. Springer, 2013. (1.98 MB)
B. Ionescu, Müller, H., Péteri, R., Cid, Y. Dicente, Liauchuk, V., Kovalev, V., Klimuk, D., Tarasau, A., Ben Abacha, A., Hasan, S. A., Datla, V. V., Liu, J., Demner-Fushman, D., Dang-Nguyen, D. - T., Piras, L., Riegler, M., Tran, M. - T., Lux, M., Gurrin, C., Pelka, O., Friedrich, C. M., de Herrera, A. García Se, García, N., Kavallieratou, E., del-Blanco, C. Roberto, Cuevas, C., Vasilopoulos, N., Karampidis, K., Chamberlain, J., Clark, A., and Campello, A., ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature, in Experimental IR Meets Multilinguality, Multimodality, and Interaction - 10th International Conference of the CLEF Association, CLEF 2019, Lugano, Switzerland, September 9-12, 2019, Proceedings, 2019, pp. 358–386. (323.96 KB)
B. Ionescu, Müller, H., Péteri, R., Dang-Nguyen, D. - T., Piras, L., Riegler, M., Tran, M. - T., Lux, M., Gurrin, C., Cid, Y. Dicente, Liauchuk, V., Kovalev, V., Ben Abacha, A., Hasan, S. A., Datla, V. V., Liu, J., Demner-Fushman, D., Pelka, O., Friedrich, C. M., Chamberlain, J., Clark, A., de Herrera, A. García Se, García, N., Kavallieratou, E., del-Blanco, C. Roberto, Cuevas, C., Vasilopoulos, N., and Karampidis, K., ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications, in Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part {II}, 2019, pp. 301–308.
D. - T. Dang-Nguyen, Piras, L., Riegler, M., Gurrin, C., Boato, G., and Halvorsen, P., ImageCLEF 2017 LifeLog task, in Challenges in Machine Learning: Gaming and Education (CiML - NIPS 2016 workshop), Barcelona, Spain, 2016. (80.25 KB)

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