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

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