Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces. - Roberto Perdisci; Igino Corona; David Dagon; Wenke Lee (ACSAC, 2009)

HMM-Web: A Framework for the Detection of Attacks Against Web Applications. - Igino Corona; Davide Ariu; Giorgio Giacinto (ICC, 2009)

Information fusion for computer security: State of the art and open issues. - Igino Corona; Giorgio Giacinto; Claudio Mazzariello; Fabio Roli; Carlo Sansone (Inf. Fusion, 2009)

Detection of Server-side Web Attacks. - Igino Corona; Giorgio Giacinto (WAPA, 2010)

Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. - Battista Biggio; Igino Corona; Giorgio Fumera; Giorgio Giacinto; Fabio Roli (MCS, 2011)

SuStorID: A multiple classifier system for the protection of web services. - Igino Corona; Roberto Tronci; Giorgio Giacinto (ICPR, 2012)

A Pattern Recognition System for Malicious PDF Files Detection. - Davide Maiorca; Giorgio Giacinto; Igino Corona (MLDM, 2012)

Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis. - Roberto Perdisci; Igino Corona; Giorgio Giacinto (IEEE Trans. Dependable Secur. Comput., 2012)

Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection. - Davide Maiorca; Igino Corona; Giorgio Giacinto (AsiaCCS, 2013)

Evasion Attacks against Machine Learning at Test Time. - Battista Biggio; Igino Corona; Davide Maiorca; Blaine Nelson; Nedim Srndic; Pavel Laskov; Giorgio Giacinto; Fabio Roli (ECML/PKDD (3), 2013)

Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues. - Igino Corona; Giorgio Giacinto; Fabio Roli (Inf. Sci., 2013)

Poisoning behavioral malware clustering. - Battista Biggio; Konrad Rieck; Davide Ariu; Christian Wressnegger; Igino Corona; Giorgio Giacinto; Fabio Roli (AISec@CCS, 2014)

Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References. - Igino Corona; Davide Maiorca; Davide Ariu; Giorgio Giacinto (AISec@CCS, 2014)

Security Evaluation of Support Vector Machines in Adversarial Environments. - Battista Biggio; Igino Corona; Blaine Nelson; Benjamin I. P. Rubinstein; Davide Maiorca; Giorgio Fumera; Giorgio Giacinto; Fabio Roli (CoRR, 2014)

PharmaGuard: Automatic identification of illegal search-indexed online pharmacies. - Igino Corona; Matteo Contini; Davide Ariu; Giorgio Giacinto; Fabio Roli; Michael Lund; Giorgio Marinelli (CYBCONF, 2015)

A Structural and Content-based Approach for a Precise and Robust Detection of Malicious PDF Files. - Davide Maiorca; Davide Ariu; Igino Corona; Giorgio Giacinto (ICISSP, 2015)

An Evasion Resilient Approach to the Detection of Malicious PDF Files. - Davide Maiorca; Davide Ariu; Igino Corona; Giorgio Giacinto (ICISSP (Revised Selected Papers), 2015)

One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. - Battista Biggio; Igino Corona; Zhi-Min He; Patrick P. K. Chan; Giorgio Giacinto; Daniel S. Yeung; Fabio Roli (MCS, 2015)

Stealth attacks: An extended insight into the obfuscation effects on Android malware. - Davide Maiorca; Davide Ariu; Igino Corona; Marco Aresu; Giorgio Giacinto (Comput. Secur., 2015)

Machine Learning in Security Applications. - Davide Ariu; Igino Corona; Roberto Tronci; Giorgio Giacinto (Trans. Mach. Learn. Data Min., 2015)

Pharmaguard WebApp: An Application for the Detection of Illegal Online Pharmacies. - Matteo Contini; Igino Corona; Alessio Mulas; Giorgio Giacinto; Davide Ariu (KDWeb, 2016)

AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack. - Igino Corona; Battista Biggio; Davide Maiorca (CoRR, 2016)

Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain Levels. - Paolo Piredda; Davide Ariu; Battista Biggio; Igino Corona; Luca Piras 001; Giorgio Giacinto; Fabio Roli (AI*IA, 2017)

DeltaPhish: Detecting Phishing Webpages in Compromised Websites. - Igino Corona; Battista Biggio; Matteo Contini; Luca Piras 001; Roberto Corda; Mauro Mereu; Guido Mureddu; Davide Ariu; Fabio Roli (ESORICS (1), 2017)

Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware API Analysis. - Davide Maiorca; Paolo Russu; Igino Corona; Battista Biggio; Giorgio Giacinto (ITASEC, 2017)

Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. - Ambra Demontis; Marco Melis; Battista Biggio; Davide Maiorca; Daniel Arp; Konrad Rieck; Igino Corona; Giorgio Giacinto; Fabio Roli (IEEE Trans. Dependable Secur. Comput., 2019)

Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection. - Luca Caviglione; Michal Choras; Igino Corona; Artur Janicki; Wojciech Mazurczyk; Marek Pawlicki; Katarzyna Wasielewska (IEEE Access, 2021)