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Title Issue Date Author(s) Journal Publisher
Do gradient-based explanations tell anything about adversarial robustness to android malware? 2021 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Adversarial Detection of Flash Malware: Limitations and Open Issues 2020 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. COMPUTERS & SECURITY
On the Feasibility of Adversarial Sample Creation Using the Android System API 2020 Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide INFORMATION
PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware 2019 Ugarte, Denis; Maiorca, Davide; Cara, Fabrizio; Giacinto, Giorgio Springer
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware 2019 Maiorca, Davide; Biggio, Battista IEEE SECURITY & PRIVACY
On the effectiveness of system API-related information for Android ransomware detection 2019 Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio...; Giacinto, Giorgio COMPUTERS & SECURITY
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
Towards adversarial malware detection: lessons learned from PDF-based attacks 2019 Maiorca, D.; Biggio, B.; Giacinto, G. ACM COMPUTING SURVEYS
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables 2018 Kolosnjaji, Bojan; Demontis, Ambra; Biggio, Battista; Maiorca, Davide; Giacinto, Giorgio; Eckert,... Claudia; Roli, Fabio IEEE (Institute of Electrical and Electronics Engineers)
Explaining black-box android malware detection 2018 Melis, Marco; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio IEEE, Institute of Electrical and Electronics Engineers
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
R-PackDroid: API package-based characterization and detection of mobile ransomware 2017 Maiorca, Davide; Mercaldo, Francesco; Giacinto, Giorgio; Visaggio, Corrado Aaron; Martinelli, Fabio ACM
Design and implementation of robust systems for secure malware detection 4-Mar-2016 Università degli Studi di Cagliari
Evaluating Analysis Tools for Android Apps: Status Quo and Robustness Against Obfuscation 2016 Hoffmann J; Rytilahti T; Maiorca D; Winandy M; Giacinto G; Holz T ACM
Clustering android malware families by Http traffic 2016 Aresu, Marco; Ariu, Davide; Ahmadi, Mansour; Maiorca, Davide; Giacinto, Giorgio IEEE (Institute of Electrical and Electronics Engineers)
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
On the Robustness of Mobile Device Fingerprinting 2015 Hupperich, T; Maiorca, D; Kührer, M; Holz, T; Giacinto, G ACM
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
An Evasion Resilient Approach to the Detection of Malicious PDF Files 2015 Maiorca D; Ariu D; Corona I; Giacinto G Springer
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

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