Publications

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Journal Article
Roberto Perdisci, Davide Ariu, Giorgio Giacinto , "Scalable Fine-Grained Behavioral Clustering of HTTP-Based Malware", Computer Networks - Special Issue on Botnet Activity: Analysis, Detection and Shutdown, vol. 57, issue 2, pp. 487-500, 02/2013. Abstract
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Roberto Perdisci, Igino Corona, Giorgio Giacinto , "Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis", IEEE Transactions on Dependable and Secure Computing, vol. 9, issue 5: IEEE Computer Society, Los Alamitos, CA, USA, pp. 714-726, 2012  .
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Roberto Perdisci, Davide Ariu, P. Fogla, Giorgio Giacinto, W. Lee , "McPAD: A Multiple Classifier System for Accurate Payload-based Anomaly Detection", Computer Networks, vol. 53, pp. 864-881, 2009  . Abstract
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Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli , "Intrusion detection in computer networks by a modular ensemble of one-class classifiers", Information Fusion, vol. 9, issue 1: Elsevier, 2008  .
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R. Perdisci, G. Giacinto, F. Roli , "Alarm clustering for intrusion detection systems in computer networks", Engineering Applications of Artificial Intelligence, vol. 19, issue 4, pp. 429-438, 2006  .
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Conference Paper
Roberto Perdisci, Igino Corona, David Dagon, Wenke Lee , "Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces", Annual Computer Security Applications Conference (ACSAC), Honolulu, Hawaii, USA, 07/12/2009. Abstract
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Davide Ariu, Igino Corona, Giorgio Giacinto, Roberto Perdisci, Fabio Roli , "Intrusion Detection Systems based on anomaly detection techniques", Italian Workshop on Privacy and Security (PRISE), Rome, 2007  .
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Davide Ariu, Giorgio Giacinto, Roberto Perdisci , "Sensing attacks in Computers Network with Hidden Markov Models", Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, vol. 4571, Leipzig, Springer-Verlag, pp. 449-463, 2007  .
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G. Giacinto, R. Perdisci, F. Roli , "Alarm Clustering for Intrusion Detection Systems in Computer Networks", Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), vol. 3587, Leipzig, Germany, Springer-Verlag, pp. 184-193, 2005  .
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G. Giacinto, R. Perdisci, F. Roli , "Network Intrusion Detection by Combining One-class Classifiers", 13th International Conference on Image Analysis and Processing (ICIAP 2005), vol. 3617, Cagliari, Italy, Springer-Verlag, pp. 58-65, 2005  .
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Thesis
Roberto Perdisci , "Statistical Pattern Recognition Techniques for Intrusion Detection in Computer Networks. Challenges and Solutions.", DIEE, Cagliari (Italy), pp. 142, 2007  .
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