Pubblicazioni
- AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, Scottsdale, 2014, to appear. , «Poisoning Behavioral Malware Clustering», in
- AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, Scottsdale, 2014, to appear. , «Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References», in
- «Is Data Clustering in Adversarial Settings Secure?», in AISec'13: Proceedings of the 2013 ACM Workshop on Artificial Intelligence and Security, Berlin, 2013, pagg. 87-98. BibTex
- «Machine Learning in Security Applications», in Machine Learning, Software Engineering and Standardization, ibai-publishing, 2013. BibTex ,
- «Scalable Fine-Grained Behavioral Clustering of HTTP-Based Malware», Computer Networks - Special Issue on Botnet Activity: Analysis, Detection and Shutdown, vol. 57, pagg. 487-500, 2013. BibTex
- «Fatevi Riconoscere». 2012. BibTex
- «HMMpayl: An Intrusion Detection System Based On Hidden Markov Models», Computers & Security, vol. 30, pagg. 221 - 241, 2011. BibTex
- «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. BibTex
- «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. BibTex
- «HMMPayl: an application of HMM to the analysis of the HTTP Payload», in Workshop on Applications of Pattern Analysis, 2010. BibTex
- «Host and Network based Anomaly Detectors for HTTP Attacks», University of Cagliari, 2010. BibTex
- «HMM-Web: a framework for the detection of attacks against Web applications», in IEEE ICC 2009, Dresden, Germany, 2009. BibTex
- «McPAD: A Multiple Classifier System for Accurate Payload-based Anomaly Detection», Computer Networks, vol. 53, pagg. 864-881, 2009. BibTex
- «McPAD and HMMWeb: two different approaches for the detection of attacks against Web applications», in Italian Workshop on Privacy and Security (PRISE), Rome, 2008. BibTex
- «Intrusion Detection Systems based on anomaly detection techniques», in Italian Workshop on Privacy and Security (PRISE), Rome, 2007. BibTex ,
- «Sensing attacks in Computers Network with Hidden Markov Models», in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pagg. 449-463. BibTex