Michele Scalas

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Mobile Platforms

Causal Explanation

Malware Detection

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR (2020)
Michele Scalas, Konrad Rieck, Giorgio Giacinto
Explanation-Driven Characterization of Android Ransomware. ICPR Workshops (3) (2020)
Fabrizio Cara, Michele Scalas, Giorgio Giacinto, Davide Maiorca
On the Feasibility of Adversarial Sample Creation Using the Android System API. Inf. 11 (9) (2020)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
On the effectiveness of system API-related information for Android ransomware detection. Comput. Secur. 86 (2019)
Michele Scalas, Giorgio Giacinto
Automotive Cybersecurity: Foundations for Next-Generation Vehicles. CoRR (2019)
Michele Scalas, Davide Maiorca, Francesco Mercaldo, Corrado Aaron Visaggio, Fabio Martinelli, Giorgio Giacinto
R-PackDroid: Practical On-Device Detection of Android Ransomware. CoRR (2018)