| Evasion attacks against machine learning at test time B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ... Joint European conference on machine learning and knowledge discovery in …, 2013 | 837 | 2013 |
| Detecting malicious flux service networks through passive analysis of recursive DNS traces R Perdisci, I Corona, D Dagon, W Lee 2009 Annual Computer Security Applications Conference, 311-320, 2009 | 228 | 2009 |
| Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues I Corona, G Giacinto, F Roli Information Sciences 239, 201-225, 2013 | 169 | 2013 |
| Yes, machine learning can be more secure! a case study on android malware detection A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ... IEEE Transactions on Dependable and Secure Computing 16 (4), 711-724, 2017 | 154 | 2017 |
| Early detection of malicious flux networks via large-scale passive DNS traffic analysis R Perdisci, I Corona, G Giacinto IEEE Transactions on Dependable and Secure Computing 9 (5), 714-726, 2012 | 132 | 2012 |
| Stealth attacks: An extended insight into the obfuscation effects on android malware D Maiorca, D Ariu, I Corona, M Aresu, G Giacinto Computers & Security 51, 16-31, 2015 | 125 | 2015 |
| Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious pdf files detection D Maiorca, I Corona, G Giacinto Proceedings of the 8th ACM SIGSAC symposium on Information, computer and …, 2013 | 125 | 2013 |
| A pattern recognition system for malicious pdf files detection D Maiorca, G Giacinto, I Corona International workshop on machine learning and data mining in pattern …, 2012 | 112 | 2012 |
| Poisoning behavioral malware clustering B Biggio, K Rieck, D Ariu, C Wressnegger, I Corona, G Giacinto, F Roli Proceedings of the 2014 workshop on artificial intelligent and security …, 2014 | 106 | 2014 |
| Security evaluation of support vector machines in adversarial environments B Biggio, I Corona, B Nelson, BIP Rubinstein, D Maiorca, G Fumera, ... Support Vector Machines Applications, 105-153, 2014 | 95 | 2014 |
| Bagging classifiers for fighting poisoning attacks in adversarial classification tasks B Biggio, I Corona, G Fumera, G Giacinto, F Roli International workshop on multiple classifier systems, 350-359, 2011 | 94 | 2011 |
| Information fusion for computer security: State of the art and open issues I Corona, G Giacinto, C Mazzariello, F Roli, C Sansone Information Fusion 10 (4), 274-284, 2009 | 80 | 2009 |
| Lux0r: Detection of malicious pdf-embedded javascript code through discriminant analysis of api references I Corona, D Maiorca, D Ariu, G Giacinto Proceedings of the 2014 workshop on artificial intelligent and security …, 2014 | 64 | 2014 |
| Hmm-web: A framework for the detection of attacks against web applications I Corona, D Ariu, G Giacinto 2009 IEEE International Conference on Communications, 1-6, 2009 | 56 | 2009 |
| Deltaphish: Detecting phishing webpages in compromised websites I Corona, B Biggio, M Contini, L Piras, R Corda, M Mereu, G Mureddu, ... European Symposium on Research in Computer Security, 370-388, 2017 | 45 | 2017 |
| A structural and content-based approach for a precise and robust detection of malicious PDF files D Maiorca, D Ariu, I Corona, G Giacinto 2015 international conference on information systems security and privacy …, 2015 | 41 | 2015 |
| One-and-a-half-class multiple classifier systems for secure learning against evasion attacks at test time B Biggio, I Corona, ZM He, PPK Chan, G Giacinto, DS Yeung, F Roli International Workshop on Multiple Classifier Systems, 168-180, 2015 | 37 | 2015 |
| Yes A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ... Machine Learning Can Be More Secure, 711-724, 2018 | 24 | 2018 |
| Detection of server-side web attacks I Corona, G Giacinto Proceedings of the First Workshop on Applications of Pattern Analysis, 160-166, 2010 | 22 | 2010 |
| Intrusion detection in computer systems using multiple classifier systems I Corona, G Giacinto, F Roli Supervised and Unsupervised Ensemble Methods and their Applications, 91-113, 2008 | 20 | 2008 |
