Igino Corona
Igino Corona
Research Fellow, PRALab, University of Cagliari, Italy and Co-founder of Pluribus One
Email verificata su diee.unica.it
TitoloCitata daAnno
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
3512013
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
1942009
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues
I Corona, G Giacinto, F Roli
Information Sciences 239, 201-225, 2013
1002013
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
982012
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
892013
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
812012
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
682009
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
652014
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, 2017
552017
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
532015
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
532011
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
482014
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
412009
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
342014
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
242015
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
232008
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
202015
Detection of server-side web attacks
I Corona, G Giacinto
Proceedings of the First Workshop on Applications of Pattern Analysis, 160-166, 2010
192010
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
122017
SuStorID: A multiple classifier system for the protection of web services
I Corona, R Tronci, G Giacinto
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
62012
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–20