Igino Corona

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 11

Top Topics

Robust Detection

Machine Learning

Malware Detection

Top Venues

IEEE Trans. Dependable Secur. Comput.

Publications

Luca Caviglione, Michal Choras, Igino Corona, Artur Janicki, Wojciech Mazurczyk, Marek Pawlicki, Katarzyna Wasielewska
Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection. IEEE Access 9 (2021)
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) (2019)
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning Behavioral Malware Clustering. CoRR (2018)
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
DeltaPhish: Detecting Phishing Webpages in Compromised Websites. CoRR (2017)
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 (2017)
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 (2017)
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
DeltaPhish: Detecting Phishing Webpages in Compromised Websites. ESORICS (1) (2017)
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)
Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. ITASEC (2017)
Igino Corona, Battista Biggio, Davide Maiorca
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack. CoRR (2016)
Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. KDWeb (2016)
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 (2015)
Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto
Machine Learning in Security Applications. Trans. Mach. Learn. Data Min. 8 (1) (2015)
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)
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)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
An Evasion Resilient Approach to the Detection of Malicious PDF Files. ICISSP (Revised Selected Papers) (2015)
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)
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)
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
Poisoning behavioral malware clustering. AISec@CCS (2014)
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 (2014)
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)
Igino Corona, Giorgio Giacinto, Fabio Roli
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. Inf. Sci. 239 (2013)
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)
Igino Corona, Roberto Tronci, Giorgio Giacinto
SuStorID: A multiple classifier system for the protection of web services. ICPR (2012)
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) (2012)
Davide Maiorca, Giorgio Giacinto, Igino Corona
A Pattern Recognition System for Malicious PDF Files Detection. MLDM (2012)
Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS (2011)
Igino Corona, Giorgio Giacinto
Detection of Server-side Web Attacks. WAPA (2010)
Igino Corona, Davide Ariu, Giorgio Giacinto
HMM-Web: A Framework for the Detection of Attacks Against Web Applications. ICC (2009)
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) (2009)
Roberto Perdisci, Igino Corona, David Dagon, Wenke Lee
Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces. ACSAC (2009)