CORONA, IGINO
CORONA, IGINO
DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
2019-01-01 Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
Deepsquatting: Learning-based typosquatting detection at deeper domain levels
2017-01-01 Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Roli, Fabio
DeltaPhish: Detecting phishing webpages in compromised websites
2017-01-01 Corona, Igino; Biggio, Battista; Contini, Matteo; Piras, Luca; Corda, Roberto; Mereu, Mauro; Mureddu, Guido; Ariu, Davide; Roli, Fabio
Detection of malicious scripting code through discriminant and adversary-aware API analysis
2017-01-01 Maiorca, Davide; Russu, Paolo; Corona, Igino; Biggio, Battista; Giacinto, Giorgio
Pharmaguard WebApp: An application for the detection of illegal online pharmacies
2016-01-01 Contini, Matteo; Corona, Igino; Mulas, Alessio; Giacinto, Giorgio; Ariu, Davide
A Structural and Content-Based Approach for a Precise and Robust Detection of Malicious PDF Files
2015-01-01 Maiorca, Davide; Ariu, Davide; Corona, Igino; Giacinto, Giorgio
An Evasion Resilient Approach to the Detection of Malicious PDF Files
2015-01-01 Maiorca, Davide; Ariu, Davide; Corona, Igino; Giacinto, Giorgio
Machine Learning in Security Applications
2015-01-01 Ariu, Davide; Corona, Igino; Tronci, Roberto; Giacinto, Giorgio
One-and-a-half-class multiple classifier systems for secure learning against evasion attacks at test time
2015-01-01 Biggio, Battista; Corona, Igino; He, Z. M.; Chan P., P; Giacinto, Giorgio; Yeung D., S; Roli, Fabio
PharmaGuard: Automatic identification of illegal search-indexed online pharmacies
2015-01-01 Corona, Igino; Contini, Matteo; Ariu, Davide; Giacinto, Giorgio; Roli, Fabio; Lund, M; Marinelli, G.
Stealth attacks: An extended insight into the obfuscation effects on Android malware
2015-01-01 Maiorca, Davide; Ariu, D; Corona, Igino; Aresu, M; Giacinto, Giorgio
Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References
2014-01-01 Corona, Igino; Maiorca, Davide; Ariu, Davide; Giacinto, Giorgio
Poisoning behavioral malware clustering
2014-01-01 Biggio, Battista; Rieck, K; Ariu, Davide; Wressnegger, C; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
Security Evaluation of Support Vector Machines in Adversarial Environments
2014-01-01 Biggio, Battista; Corona, Igino; Nelson, BLAINE ALAN; Rubinstein, Bip; Maiorca, Davide; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues
2013-01-01 Corona, Igino; Giacinto, Giorgio; Roli, Fabio
Evasion attacks against machine learning at test time
2013-01-01 Biggio, Battista; Corona, Igino; Maiorca, Davide; Nelson, B; Srndic, N; Laskov, P; Giacinto, Giorgio; Roli, Fabio
Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection
2013-01-01 Maiorca, Davide; Corona, Igino; Giacinto, Giorgio
Machine Learning in Security Applications
2013-01-01 Ariu, Davide; Corona, Igino; Tronci, Roberto; Giacinto, Giorgio
A Pattern Recognition System for Malicious PDF Files Detection
2012-01-01 Maiorca, Davide; Giacinto, Giorgio; Corona, Igino
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis
2012-01-01 Perdisci, R; Corona, Igino; Giacinto, Giorgio
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection | 1-gen-2019 | Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio | IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING | - |
| Deepsquatting: Learning-based typosquatting detection at deeper domain levels | 1-gen-2017 | Piredda, Paolo; Ariu, Davide; Biggio, Battista; Corona, Igino; Piras, Luca; Giacinto, Giorgio; Roli, Fabio | - | Springer |
| DeltaPhish: Detecting phishing webpages in compromised websites | 1-gen-2017 | Corona, Igino; Biggio, Battista; Contini, Matteo; Piras, Luca; Corda, Roberto; Mereu, Mauro; Mureddu, Guido; Ariu, Davide; Roli, Fabio | - | Springer |
| Detection of malicious scripting code through discriminant and adversary-aware API analysis | 1-gen-2017 | Maiorca, Davide; Russu, Paolo; Corona, Igino; Biggio, Battista; Giacinto, Giorgio | - | CEUR-WS |
| Pharmaguard WebApp: An application for the detection of illegal online pharmacies | 1-gen-2016 | Contini, Matteo; Corona, Igino; Mulas, Alessio; Giacinto, Giorgio; Ariu, Davide | - | CEUR-WS |
| A Structural and Content-Based Approach for a Precise and Robust Detection of Malicious PDF Files | 1-gen-2015 | Maiorca, Davide; Ariu, Davide; Corona, Igino; Giacinto, Giorgio | - | SciTePress |
| An Evasion Resilient Approach to the Detection of Malicious PDF Files | 1-gen-2015 | Maiorca, Davide; Ariu, Davide; Corona, Igino; Giacinto, Giorgio | - | Springer |
| Machine Learning in Security Applications | 1-gen-2015 | Ariu, Davide; Corona, Igino; Tronci, Roberto; Giacinto, Giorgio | TRANSACTIONS ON MACHINE LEARNING AND DATA MINING | - |
| One-and-a-half-class multiple classifier systems for secure learning against evasion attacks at test time | 1-gen-2015 | Biggio, Battista; Corona, Igino; He, Z. M.; Chan P., P; Giacinto, Giorgio; Yeung D., S; Roli, Fabio | - | Springer Verlag |
| PharmaGuard: Automatic identification of illegal search-indexed online pharmacies | 1-gen-2015 | Corona, Igino; Contini, Matteo; Ariu, Davide; Giacinto, Giorgio; Roli, Fabio; Lund, M; Marinelli, G. | - | IEEE |
| Stealth attacks: An extended insight into the obfuscation effects on Android malware | 1-gen-2015 | Maiorca, Davide; Ariu, D; Corona, Igino; Aresu, M; Giacinto, Giorgio | COMPUTERS & SECURITY | - |
| Lux0R: Detection of Malicious PDF-embedded JavaScript code through Discriminant Analysis of API References | 1-gen-2014 | Corona, Igino; Maiorca, Davide; Ariu, Davide; Giacinto, Giorgio | - | ACM |
| Poisoning behavioral malware clustering | 1-gen-2014 | Biggio, Battista; Rieck, K; Ariu, Davide; Wressnegger, C; Corona, Igino; Giacinto, Giorgio; Roli, Fabio | - | ACM |
| Security Evaluation of Support Vector Machines in Adversarial Environments | 1-gen-2014 | Biggio, Battista; Corona, Igino; Nelson, BLAINE ALAN; Rubinstein, Bip; Maiorca, Davide; Fumera, Giorgio; Giacinto, Giorgio; Roli, Fabio | - | Springer International Publishing |
| Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues | 1-gen-2013 | Corona, Igino; Giacinto, Giorgio; Roli, Fabio | INFORMATION SCIENCES | - |
| Evasion attacks against machine learning at test time | 1-gen-2013 | Biggio, Battista; Corona, Igino; Maiorca, Davide; Nelson, B; Srndic, N; Laskov, P; Giacinto, Giorgio; Roli, Fabio | - | Springer |
| Looking at the bag is not enough to find the bomb: an evasion of structural methods for malicious PDF files detection | 1-gen-2013 | Maiorca, Davide; Corona, Igino; Giacinto, Giorgio | - | ACM |
| Machine Learning in Security Applications | 1-gen-2013 | Ariu, Davide; Corona, Igino; Tronci, Roberto; Giacinto, Giorgio | - | ibai-publishing |
| A Pattern Recognition System for Malicious PDF Files Detection | 1-gen-2012 | Maiorca, Davide; Giacinto, Giorgio; Corona, Igino | - | Springer-Verlag |
| Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis | 1-gen-2012 | Perdisci, R; Corona, Igino; Giacinto, Giorgio | IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING | - |