| Evasion attacks against machine learning at test time B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ... Machine Learning and Knowledge Discovery in Databases: European Conference
, 2013 | 1809 | 2013 |
| Yes, Machine Learning Can Be More Secure A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ... Machine Learning Can Be More Secure, 711-724, 2018 | 358* | 2018 |
| Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues I Corona, G Giacinto, F Roli Information sciences 239, 201-225, 2013 | 281 | 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 | 256 | 2009 |
| 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 | 223 | 2015 |
| 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 | 171 | 2014 |
| 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 | 161 | 2012 |
| 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 | 159 | 2013 |
| 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 | 152 | 2012 |
| Bagging classifiers for fighting poisoning attacks in adversarial classification tasks B Biggio, I Corona, G Fumera, G Giacinto, F Roli Multiple Classifier Systems: 10th International Workshop, MCS 2011, Naples
, 2011 | 150 | 2011 |
| 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 | 135 | 2014 |
| Tight arms race: Overview of current malware threats and trends in their detection L Caviglione, M Choraś, I Corona, A Janicki, W Mazurczyk, M Pawlicki, ... IEEE Access 9, 5371-5396, 2020 | 117 | 2020 |
| Deltaphish: Detecting phishing webpages in compromised websites I Corona, B Biggio, M Contini, L Piras, R Corda, M Mereu, G Mureddu, ... Computer SecurityESORICS 2017: 22nd European Symposium on Research in
, 2017 | 106 | 2017 |
| 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 | 98 | 2014 |
| 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 | 93 | 2009 |
| 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 | 73 | 2015 |
| 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 | 68 | 2009 |
| 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 Multiple Classifier Systems: 12th International Workshop, MCS 2015, Günzburg
, 2015 | 57 | 2015 |
| Detection of server-side web attacks I Corona, G Giacinto Proceedings of the First Workshop on Applications of Pattern Analysis, 160-166, 2010 | 26 | 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 |
