Giovanni Ciaramella

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Weakly Supervised

Dynamic Analysis

Malware Detection

Top Venues

Publications

Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone
An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning. ICEIS (1) (2024)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
DroidDefender: An Image-based Android Antimalware Proof-of-Concept. CODASPY (2024)
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Ransomware Detection with Deep Learning Techniques. J. Comput. Virol. Hacking Tech. 20 (2) (2024)
Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone
StegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation. ICISSP (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Smart Grid Stability Detection. BigData (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Deep Learning for Smart Grid Stability Detection. BigData (2023)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN (2023)
Francesco Mercaldo, Giovanni Ciaramella, Antonella Santone, Fabio Martinelli
Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning. ARES (2023)
Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone
A Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning. SECRYPT (2022)
Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone
On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection. KES (2022)
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal. Big Data (2022)
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
A Model Checking-based Approach to Malicious Family Detection in iOS Environment. KES (2022)
Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning. ICMLA (2022)
Giovanni Ciaramella, Giacomo Iadarola, Francesco Mercaldo, Marco Storto, Antonella Santone, Fabio Martinelli
Introducing Quantum Computing in Mobile Malware Detection. ARES (2022)
Rosangela Casolare, Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
SteælErgon: A Framework for Injecting Colluding Malicious Payload in Android Applications. ARES (2021)