Publications

Export 426 results:
Journal Article
B. Biggio e Roli, F., «Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning», Pattern Recognition, vol 84, pagg 317-331, 2018. (3.76 MB)
A. Demontis, Melis, M., Biggio, B., Maiorca, D., Arp, D., Rieck, K., Corona, I., Giacinto, G., e Roli, F., «Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection», IEEE Trans. Dependable and Secure Computing, vol 16, n° 4, pagg 711-724, 2019. (3.61 MB)
Magazine Article
B. Biggio, Fumera, G., Pillai, I., Roli, F., e Satta, R., «Evading SpamAssassin with obfuscated text images», Virus Bulletin, n° 11-2007, 2007. (689 KB)
Report
J. Hoffmann, Rytilahti, T., Maiorca, D., Winandy, M., Giacinto, G., e Holz, T., «Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation», Horst Görtz Institut for IT Security (Ruhr-University Bochum), Technical Report TR-HGI-2016-003, 2016. (519.16 KB)
Thesis
A. Rattani, «Adaptive Biometric System based on Template Update Procedures», University of Cagliari, Cagliari (Italy), 2010.
G. Fumera, «Advanced Methods for Pattern Recognition with the Reject Option», Cagliari (Italy), 2002.
B. Biggio, «Adversarial Pattern Classification», University of Cagliari, Cagliari (Italy), 2010. (2.65 MB)
D. Maiorca, «Design and Implementation of Robust Systems for Secure Malware Detection (Ph.D. Thesis)», University of Cagliari, Italy, Cagliari, 2016. (5.34 MB)
I. Corona, «Detection of Web-based attacks», University of Cagliari, Cagliari (Italy), 2010.
R. Satta, «Dissimilarity-based people re-identification and search for intelligent video surveillance», University of Cagliari, Cagliari (Italy), 2013. (7.08 MB)
L. Didaci, «Dynamic Classifier Selection», Cagliari (Italy), 2005.
R. Tronci, «Ensemble of binary classifiers: combination techniques and design issues», University of Cagliari, 2008.
G. L. Marcialis, «Fusion of multiple classifiers for person recognition by fingerprints and faces», Cagliari (Italy), 2004.
I. Pillai, «High Reliability Text Categorisation Systems.», Cagliari (Italy), 2007. (1.03 MB)
D. Ariu, «Host and Network based Anomaly Detectors for HTTP Attacks», University of Cagliari, Cagliari (Italy), 2010. (5.95 MB)
Z. Akhtar, «Security of Multimodal Biometric Systems against Spoof Attacks», University of Cagliari, Cagliari (Italy), 2012. (6.38 MB)
R. Perdisci, «Statistical Pattern Recognition Techniques for Intrusion Detection in Computer Networks. Challenges and Solutions.», Cagliari (Italy), 2007.
A. Serrau, «Structural and graph-based methods for automatic fingerprint classification», Cagliari (Italy), 2006.
B. Freni, «Template Editing & Replacement: novel methods for Biometric Template Selection & Update», University of Cagliari, Cagliari (Italy), 2010.

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