MERCALDO, FRANCESCO
MERCALDO, FRANCESCO
Istituto di informatica e telematica - IIT
A method for real-world privacy-preserving Android malware detection through Federated Machine Learning
2026 Ciaramella, G.; Martinelli, F.; Peluso, C.; Santone, A.; Mercaldo, F.
Explainable Deep Learning for Breast Cancer Classification and Localization
2025 Di Giammarco, M.; Vitulli, C.; Cirnelli, S.; Masone, B.; Santone, A.; Cesarelli, M.; Martinelli, F.; Mercaldo, F.
2Faces: a new model of malware based on dynamic compiling and reflection
2021 Casolare, R; Lacava, G; Martinelli, F; Mercaldo, F; Russodivito, M; Santone, A
Driver Identification Through Formal Methods
2021 Martinelli, F; Mercaldo, F; Nardone, V; Santone, A
Dynamic mobile malware detection through system call-based image representation
2021 Casolare, R; De Dominicis, C; Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
Mobile family detection through audio signals classification
2021 Casolare, R; Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
Towards an interpretable deep learning model for mobile malware detection and family identification
2021 Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
Android collusion: Detecting malicious applications inter-communication through SharedPreferences
2020 Casolare, R; Martinelli, F; Mercaldo, F; Santone, A
Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection
2020 Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
Evaluating Deep Learning Classification Reliability in Android Malware Family Detection
2020 Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
Human behavior characterization for driving style recognition in vehicle system
2020 Martinelli, F; Mercaldo, F; Orlando, A; Nardone, V; Santone, A; Sangaiah, Ak
Image-based malware family detection: An assessment between feature extraction and classification techniques
2020 Iadarola, B; Martinelli, F; Mercaldo, F; Santone, A
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation
2020 Martinelli, F; Mercaldo, F; Nardone, V; Santone, A; Vaglini, G
Visualizing the outcome of dynamic analysis of Android malware with VizMal
2020 De Lorenzo, A; Martinelli, F; Medvet, E; Mercaldo, F; Santone, A
Classification of ransomware families with machine learning based on N-gram of opcodes
2019 Zhang H.; Xiao X.; Mercaldo F.; Ni S.; Martinelli F.; Sangaiah A. K.
Formal Methods for Android Banking Malware Analysis and Detection
2019 Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A
On the effectiveness of system API-related information for Android ransomware detection
2019 Scalas, M; Maiorca, D; Mercaldo, F; Visaggio, C A; Martinelli, F; Giacinto, G
A "pay-how-you-drive" car insurance approach through cluster analysis
2018 Carfora, Mf; Martinelli, F; Mercaldo, F; Nardone, V; Orlando, A; Santone, A; Vaglini, G
An Exploratory Study on the Evolution of Android Malware Quality
2018 Francesco Mercaldo; Andrea Di Sorbo; Corrado Aaron Visaggio; Aniello Cimitile; Fabio Martinelli
Cluster Analysis for Driver Aggressiveness Identification
2018 F. Martinelli ; F. Mercaldo ; V. Nardone ; A. Orlando ; A. Santone
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A method for real-world privacy-preserving Android malware detection through Federated Machine Learning | 1-gen-2026 | Ciaramella, G.; Martinelli, F.; Peluso, C.; Santone, A.; Mercaldo, F. | |
| Explainable Deep Learning for Breast Cancer Classification and Localization | 1-gen-2025 | Di Giammarco, M.; Vitulli, C.; Cirnelli, S.; Masone, B.; Santone, A.; Cesarelli, M.; Martinelli, F.; Mercaldo, F. | |
| 2Faces: a new model of malware based on dynamic compiling and reflection | 1-gen-2021 | Casolare, R; Lacava, G; Martinelli, F; Mercaldo, F; Russodivito, M; Santone, A | |
| Driver Identification Through Formal Methods | 1-gen-2021 | Martinelli, F; Mercaldo, F; Nardone, V; Santone, A | |
| Dynamic mobile malware detection through system call-based image representation | 1-gen-2021 | Casolare, R; De Dominicis, C; Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| Mobile family detection through audio signals classification | 1-gen-2021 | Casolare, R; Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| Towards an interpretable deep learning model for mobile malware detection and family identification | 1-gen-2021 | Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| Android collusion: Detecting malicious applications inter-communication through SharedPreferences | 1-gen-2020 | Casolare, R; Martinelli, F; Mercaldo, F; Santone, A | |
| Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection | 1-gen-2020 | Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| Evaluating Deep Learning Classification Reliability in Android Malware Family Detection | 1-gen-2020 | Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| Human behavior characterization for driving style recognition in vehicle system | 1-gen-2020 | Martinelli, F; Mercaldo, F; Orlando, A; Nardone, V; Santone, A; Sangaiah, Ak | |
| Image-based malware family detection: An assessment between feature extraction and classification techniques | 1-gen-2020 | Iadarola, B; Martinelli, F; Mercaldo, F; Santone, A | |
| Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation | 1-gen-2020 | Martinelli, F; Mercaldo, F; Nardone, V; Santone, A; Vaglini, G | |
| Visualizing the outcome of dynamic analysis of Android malware with VizMal | 1-gen-2020 | De Lorenzo, A; Martinelli, F; Medvet, E; Mercaldo, F; Santone, A | |
| Classification of ransomware families with machine learning based on N-gram of opcodes | 1-gen-2019 | Zhang H.; Xiao X.; Mercaldo F.; Ni S.; Martinelli F.; Sangaiah A. K. | |
| Formal Methods for Android Banking Malware Analysis and Detection | 1-gen-2019 | Iadarola, G; Martinelli, F; Mercaldo, F; Santone, A | |
| On the effectiveness of system API-related information for Android ransomware detection | 1-gen-2019 | Scalas, M; Maiorca, D; Mercaldo, F; Visaggio, C A; Martinelli, F; Giacinto, G | |
| A "pay-how-you-drive" car insurance approach through cluster analysis | 1-gen-2018 | Carfora, Mf; Martinelli, F; Mercaldo, F; Nardone, V; Orlando, A; Santone, A; Vaglini, G | |
| An Exploratory Study on the Evolution of Android Malware Quality | 1-gen-2018 | Francesco Mercaldo; Andrea Di Sorbo; Corrado Aaron Visaggio; Aniello Cimitile; Fabio Martinelli | |
| Cluster Analysis for Driver Aggressiveness Identification | 1-gen-2018 | F. Martinelli ; F. Mercaldo ; V. Nardone ; A. Orlando ; A. Santone |