SCALAS, MICHELE
SCALAS, MICHELE
DIPARTIMENTO DI INGEGNERIA ELETTRICA ED ELETTRONICA
Improving malware detection with explainable machine learning
2023-01-01 Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio
Do gradient-based explanations tell anything about adversarial robustness to android malware?
2022-01-01 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F.
Explanation-Driven Characterization of Android Ransomware
2021-01-01 Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio
Malware Analysis and Detection with Explainable Machine Learning
2021-03-08
On the Feasibility of Adversarial Sample Creation Using the Android System API
2020-01-01 Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide
On the Role of Explainable Machine Learning for Secure Smart Vehicles
2020-01-01 Scalas, Michele; Giacinto, Giorgio
Automotive cybersecurity: Foundations for next-generation vehicles
2019-01-01 Scalas, M.; Giacinto, G.
On the effectiveness of system API-related information for Android ransomware detection
2019-01-01 Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio; Giacinto, Giorgio
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Improving malware detection with explainable machine learning | 1-gen-2023 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | Academic Press |
| Do gradient-based explanations tell anything about adversarial robustness to android malware? | 1-gen-2022 | Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. | INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | - |
| Explanation-Driven Characterization of Android Ransomware | 1-gen-2021 | Scalas, Michele; Rieck, Konrad; Giacinto, Giorgio | - | - |
| Malware Analysis and Detection with Explainable Machine Learning | 8-mar-2021 | - | - | Università degli Studi di Cagliari |
| On the Feasibility of Adversarial Sample Creation Using the Android System API | 1-gen-2020 | Cara, Fabrizio; Scalas, Michele; Giacinto, Giorgio; Maiorca, Davide | INFORMATION | - |
| On the Role of Explainable Machine Learning for Secure Smart Vehicles | 1-gen-2020 | Scalas, Michele; Giacinto, Giorgio | - | IEEE (Institute of Electrical and Electronics Engineers) |
| Automotive cybersecurity: Foundations for next-generation vehicles | 1-gen-2019 | Scalas, M.; Giacinto, G. | - | IEEE (Institute of Electrical and Electronics Engineers) |
| On the effectiveness of system API-related information for Android ransomware detection | 1-gen-2019 | Scalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio; Giacinto, Giorgio | COMPUTERS & SECURITY | - |