Publications
, “Detecting Misuse of Google Cloud Messaging in Android Badware”, in 6th Workshop on Security and Privacy in Smartphones and Mobile Devices (SPSM), Vienna, Austria, 2016, pp. 103-112.
(626.38 KB)
(626.38 KB), “Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification”, in Proceedings of the Sixth ACM on Conference on Data and Application Security and Privacy, 2016, pp. 183–194. (6.49 MB)
(6.49 MB), “Using Diversity for Classifier Ensemble Pruning: An Empirical Investigation”, Theoretical and Applied Informatics, vol. 29, no. 1&2, pp. 25-39, 2017.
, “An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles”, in Multiple Classifier Systems, 2015, vol. 9132, pp. 206-219. (216.76 KB)
(216.76 KB), “Security of Multimodal Biometric Systems against Spoof Attacks”, University of Cagliari, Cagliari (Italy), 2012. (6.38 MB)
(6.38 MB), “Robustness Evaluation of Biometric Systems under Spoof Attacks”, in 16th Int’l Conference on Image Analysis and Processing (ICIAP), Ravenna, Italy, 2011, pp. 159-168. (220.73 KB)
(220.73 KB), “Robustness of Multi-modal Biometric Systems under Realistic Spoof Attacks against All Traits”, in IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BioMS), Milan, Italy, 2011, pp. 5-10. (954 KB)
(954 KB), “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)
(573.02 KB), “Evaluation of Multimodal Biometric Score Fusion Rules under Spoof Attacks”, in 5th IAPR Int’l Conference on Biometrics (ICB), New Delhi, India, 2012, pp. 402-407. (612.37 KB)
(612.37 KB), “Robustness analysis of likelihood ratio score fusion rule for multi-modal biometric systems under spoof attacks”, in 45th IEEE Int’l Carnahan Conference on Security Technology (ICCST) , Barcelona, Spain, 2011, pp. 237-244. (812.36 KB)
(812.36 KB), “Performance of fingerprint quality measures depending on sensor technology”, Journal of Electronic Imaging, vol. 17, 2008.
, “Comparison of fingerprint quality measures using an optical and a capacitive sensor”, in IEEE Conference on Biometrics: Theory, Applications and Systems (BTAS07), Washington DC (USA), 2007, pp. 1-6.
, “Clustering Android Malware Families by Http Traffic”, in 10h International Conference on Malicious and Unwanted Software (MALCON 2015), October 20-22th 2015, Fajardo, Puerto Rico, USA, 2015. (168.36 KB)
(168.36 KB), “Sensing attacks in Computers Network with Hidden Markov Models”, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 449-463. (315.94 KB)
(315.94 KB), “Fatevi Riconoscere”. 2012. (1.84 MB)
(1.84 MB), “Intrusion Detection Systems based on anomaly detection techniques”, in Italian Workshop on Privacy and Security (PRISE), Rome, 2007.
, “Machine Learning in Security Applications”, Trans. Mach. Learn. Data Min., vol. 8, pp. 3-39, 2015.
, “HMMpayl: An Intrusion Detection System Based On Hidden Markov Models”, Computers & Security, vol. 30, pp. 221 - 241, 2011. (1.88 MB)
(1.88 MB), “Host and Network based Anomaly Detectors for HTTP Attacks”, University of Cagliari, Cagliari (Italy), 2010. (5.95 MB)
(5.95 MB), “McPAD and HMMWeb: two different approaches for the detection of attacks against Web applications”, in Italian Workshop on Privacy and Security (PRISE), Rome, 2008. (309.2 KB)
(309.2 KB), “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), “Machine Learning in Computer Forensics (and the Lessons Learned from Machine Learning in Computer Security)”, in AISec 2011: 4th ACM Workshop on Artificial Intelligence and Security, Chicago, IL, USA, 2011. (379.05 KB)
(379.05 KB), “A modular architecture for the analysis of HTTP payloads based on Multiple Classifiers”, in 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, Italy, 2011. (244.9 KB)
(244.9 KB), “Yet Another Cybersecurity Roadmapping Methodology”, in First International Workshop on Future Scenarios for Cybercrime and Cyber-terrorism, co-located with the 10th International Conference on Availability, Reliability and Security (ARES), 2015. (1.34 MB)
(1.34 MB), “2020 Cybercrime Economic Costs: No measure No solution”, in First International Workshop on Future Scenarios for Cybercrime and Cyber-terrorism, co-located with the 10th International Conference on Availability, Reliability and Security (ARES), 2015. (526.44 KB)
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