Publications

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Conference Proceedings
M. Contini, Corona, I., Mulas, A., Giacinto, G., e Ariu, D., «Pharmaguard WebApp: an application for the detection of illegal online pharmacies», 2nd International Workshop on Knowledge Discovery on the WEB (KDWEB). Cagliari, 2016. (120.57 KB)
D. Ugarte, Maiorca, D., Cara, F., e Giacinto, G., «PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware», 16th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA). Springer, Gothenburg, Sweden, pagg 240-259, 2019. (352.39 KB)
D. Maiorca, Ariu, D., Corona, I., e Giacinto, G., «A Structural and Content-Based Approach for a Precise and Robust Detection of Malicious PDF Files», Proceedings of the 1st International Conference on Information Systems Security and Privacy (ICISSP 2015, 9-11th February 2015, Angers, France). pagg 27-36, 2015. (267.78 KB)
Journal Article
I. Corona, Giacinto, G., e Roli, F., «Adversarial Attacks against Intrusion Detection Systems: Taxonomy, Solutions and Open Issues», Information Sciences, vol 239, 2013. (1.49 MB)
R. Perdisci, Giacinto, G., e Roli, F., «Alarm clustering for intrusion detection systems in computer networks», Engineering Applications of Artificial Intelligence, vol 19, pagg 429-438, 2006.
G. Giacinto, Paolucci, R., e Roli, F., «Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations», Pattern Recognition Letters, vol 18, pagg 1353-1362, 1997.
G. Giacinto e Roli, F., «An Approach to the Automatic Design of Multiple Classifier Systems», Pattern Recognition Letters, vol 22, pagg 25-33, 2001.
R. Paolucci, Coli, P., e Giacinto, G., «Assessment of seismic site effects in 2-D alluvial valleys using neural networks», Earthquake Spectra, vol 16, pagg 661-680, 2000.
G. Giacinto e Roli, F., «Bayesian Relevance Feedback for Content-Based Image Retrieval», Pattern Recognition, vol 37, pagg 1499-1508, 2004.
G. Giacinto, Roli, F., e Bruzzone, L., «Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images», Pattern Recognition Letters, vol 21, pagg 385-397, 2000.
G. Giacinto e Roli, F., «Design of effective neural network ensembles for image classification», Image and Vision Computing Journal, vol 19, pagg 697-705, 2001.
R. Tronci, Giacinto, G., e Roli, F., «Designing multiple biometric systems: measures of ensemble effectiveness», Engineering Applications of Artificial Intelligence, vol 22, pagg 66-78, 2009.
M. Narouei, Ahmadi, M., Giacinto, G., Takabi, H., e Sami, A., «DLLMiner: structural mining for malware detection», Security and Communication Networks, 2015. (731.78 KB)
G. Giacinto e Roli, F., «Dynamic Classifier Selection Based on Multiple Classifier Behaviour», Pattern Recognition, vol 34, pagg 179-181, 2001.
R. Perdisci, Corona, I., e Giacinto, G., «Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis», IEEE Transactions on Dependable and Secure Computing, vol 9, pagg 714-726, 2012. (1.37 MB)
M. Scalas, Maiorca, D., Mercaldo, F., Visaggio, C. Aaron, Martinelli, F., e Giacinto, G., «On the Effectiveness of System API-Related Information for Android Ransomware Detection», Computers and Security, vol 86, pagg 162-182, 2019. (706.92 KB)
G. Giacinto, Roli, F., e Didaci, L., «Fusion of multiple classifiers for intrusion detection in computer networks», Pattern Recognition Letters, vol 24, pagg 1795-1803, 2003.
D. Ariu, Tronci, R., e Giacinto, G., «HMMpayl: An Intrusion Detection System Based On Hidden Markov Models», Computers & Security, vol 30, pagg 221 - 241, 2011. (1.88 MB)
I. Corona, Giacinto, G., Mazzariello, C., Roli, F., e Sansone, C., «Information fusion for computer security: State of the art and open issues», Information Fusion, vol 10, pagg 274-284, 2009.
L. Piras e Giacinto, G., «Information Fusion in Content Based Image Retrieval: A Comprehensive Overview», Information Fusion, vol 37, pagg 50-60, 2017. (734.6 KB)
G. Giacinto, Perdisci, R., Del Rio, M., e Roli, F., «Intrusion detection in computer networks by a modular ensemble of one-class classifiers», Information Fusion, vol 9, 2008.
R. Perdisci, Ariu, D., Fogla, P., Giacinto, G., e Lee, W., «McPAD: A Multiple Classifier System for Accurate Payload-based Anomaly Detection», Computer Networks, vol 53, pagg 864-881, 2009. (882.94 KB)
A. Gambardella, Giacinto, G., Migliaccio, M., e Montali, A., «One-class classification for oil spill detection», Pattern Analysis and Applications, 2009.
R. Tronci, Piras, L., e 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, pag 16, 2012. (357.99 KB)
G. Fumera, Roli, F., e Giacinto, G., «Reject Option with Multiple Thresholds», Pattern Recognition, vol 33, pagg 2099-2101, 2000.

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