Igino Corona

31 papers A 2B 1C 1Journal 13Unranked 14
YearRankTypeTitle / Venue / Authors
2021 J jnl
Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection.
IEEE Access
Luca Caviglione, Michal Choras, Igino Corona, Artur Janicki, Wojciech Mazurczyk, Marek Pawlicki, Katarzyna Wasielewska
2019 J jnl
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection.
IEEE Trans. Dependable Secur. Comput.
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2018 J jnl
Poisoning Behavioral Malware Clustering.
CoRR
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
2017 — conf
Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels.
AI*IA
Paolo Piredda, Davide Ariu, Battista Biggio, Igino Corona, Luca Piras, Giorgio Giacinto, Fabio Roli
2017 — conf
DeltaPhish: Detecting Phishing Webpages in Compromised Websites.
ESORICS (1)
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
2017 J jnl
DeltaPhish: Detecting Phishing Webpages in Compromised Websites.
CoRR
Igino Corona, Battista Biggio, Matteo Contini, Luca Piras, Roberto Corda, Mauro Mereu, Guido Mureddu, Davide Ariu, Fabio Roli
2017 — conf
Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis.
ITASEC
Davide Maiorca, Paolo Russu, Igino Corona, Battista Biggio, Giorgio Giacinto
2017 J jnl
Evasion Attacks against Machine Learning at Test Time.
CoRR
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
2017 J jnl
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection.
CoRR
Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2016 J jnl
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack.
CoRR
Igino Corona, Battista Biggio, Davide Maiorca
2016 — conf
Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies.
KDWeb
Matteo Contini, Igino Corona, Alessio Mulas, Giorgio Giacinto, Davide Ariu
2015 C conf
A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files.
ICISSP
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
2015 — conf
An Evasion Resilient Approach to the Detection of Malicious PDF Files.
ICISSP (Revised Selected Papers)
Davide Maiorca, Davide Ariu, Igino Corona, Giorgio Giacinto
2015 J jnl
Machine Learning in Security Applications.
Trans. Mach. Learn. Data Min.
Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto
2015 — conf
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time.
MCS
Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli
2015 — conf
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies.
CYBCONF
Igino Corona, Matteo Contini, Davide Ariu, Giorgio Giacinto, Fabio Roli, Michael Lund, Giorgio Marinelli
2015 J jnl
Stealth attacks: An extended insight into the obfuscation effects on Android malware.
Comput. Secur.
Davide Maiorca, Davide Ariu, Igino Corona, Marco Aresu, Giorgio Giacinto
2014 — conf
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References.
AISec@CCS
Igino Corona, Davide Maiorca, Davide Ariu, Giorgio Giacinto
2014 — conf
Poisoning behavioral malware clustering.
AISec@CCS
Battista Biggio, Konrad Rieck, Davide Ariu, Christian Wressnegger, Igino Corona, Giorgio Giacinto, Fabio Roli
2014 J jnl
Security Evaluation of Support Vector Machines in Adversarial Environments.
CoRR
Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2013 J jnl
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues.
Inf. Sci.
Igino Corona, Giorgio Giacinto, Fabio Roli
2013 — conf
Evasion Attacks against Machine Learning at Test Time.
ECML/PKDD (3)
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli
2013 A conf
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection.
AsiaCCS
Davide Maiorca, Igino Corona, Giorgio Giacinto
2012 — conf
A Pattern Recognition System for Malicious PDF Files Detection.
MLDM
Davide Maiorca, Giorgio Giacinto, Igino Corona
2012 J jnl
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis.
IEEE Trans. Dependable Secur. Comput.
Roberto Perdisci, Igino Corona, Giorgio Giacinto
2012 B conf
SuStorID: A multiple classifier system for the protection of web services.
ICPR
Igino Corona, Roberto Tronci, Giorgio Giacinto
2011 — conf
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks.
MCS
Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2010 — conf
Detection of Server-side Web Attacks.
WAPA
Igino Corona, Giorgio Giacinto
2009 A conf
Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces.
ACSAC
Roberto Perdisci, Igino Corona, David Dagon, Wenke Lee
2009 — conf
HMM-Web: A Framework for the Detection of Attacks Against Web Applications.
ICC
Igino Corona, Davide Ariu, Giorgio Giacinto
2009 J jnl
Information fusion for computer security: State of the art and open issues.
Inf. Fusion
Igino Corona, Giorgio Giacinto, Claudio Mazzariello, Fabio Roli, Carlo Sansone