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ORCIDIgino Corona
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Publications
- 2019
[j6]Ambra Demontis
, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli:
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. 16(4): 711-724 (2019)- 2018
- [i6]Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli:
Poisoning Behavioral Malware Clustering. CoRR abs/1811.09985 (2018) - 2017
- [c18]Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli:
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. AI*IA 2017: 347-358 - [c16]Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto:
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC 2017: 96-105 - [i5]Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli:
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR abs/1704.08996 (2017) - [i3]Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli:
Evasion Attacks against Machine Learning at Test Time. CoRR abs/1708.06131 (2017) - 2016
- [c15]Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu:
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb 2016 - 2015
- [j5]Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto:
Stealth attacks: An extended insight into the obfuscation effects on Android malware. Comput. Secur. 51: 16-31 (2015) - [j4]Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto:
Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. 8(1): 3-39 (2015) - [c14]Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli:
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. CYBCONF 2015: 324-329 - [c13]Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto:
A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. ICISSP 2015: 27-36 - [c12]Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto:
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) 2015: 68-85 - [c11]Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli:
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. MCS 2015: 168-180 - 2014
- [c10]Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli:
Poisoning behavioral malware clustering. AISec@CCS 2014: 27-36 - [c9]Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto:
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. AISec@CCS 2014: 47-57 - [i1]Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Security Evaluation of Support Vector Machines in Adversarial Environments. CoRR abs/1401.7727 (2014) - 2013
- [j3]Igino Corona, Giorgio Giacinto, Fabio Roli:
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. Inf. Sci. 239: 201-225 (2013) - [c8]Davide Maiorca, Igino Corona, Giorgio Giacinto:
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. AsiaCCS 2013: 119-130 - [c7]Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli:
Evasion Attacks against Machine Learning at Test Time. ECML/PKDD (3) 2013: 387-402 - 2012
- [j2]Roberto Perdisci, Igino Corona, Giorgio Giacinto:
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis. IEEE Trans. Dependable Secur. Comput. 9(5): 714-726 (2012) - [c6]Igino Corona, Roberto Tronci, Giorgio Giacinto:
SuStorID: A multiple classifier system for the protection of web services. ICPR 2012: 2375-2378 - [c5]Davide Maiorca, Giorgio Giacinto, Igino Corona:
A Pattern Recognition System for Malicious PDF Files Detection. MLDM 2012: 510-524 - 2011
- [c4]Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli:
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS 2011: 350-359 - 2010
- [c3]Igino Corona, Giorgio Giacinto:
Detection of Server-side Web Attacks. WAPA 2010: 160-166 - 2009
- [j1]Igino Corona, Giorgio Giacinto, Claudio Mazzariello, Fabio Roli, Carlo Sansone:
Information fusion for computer security: State of the art and open issues. Inf. Fusion 10(4): 274-284 (2009) - [c1]Igino Corona, Davide Ariu, Giorgio Giacinto:
HMM-Web: A Framework for the Detection of Attacks Against Web Applications. ICC 2009: 1-6
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