Giovanni Ciaramella
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
7
Active years
2022–2026
Best venue rank
C
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SECRYPT | Packed and Unpacked Malware Detection by Means of Explainable Federated Machine Learning. | Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo |
| 2025 | ESORICS | On the Effectiveness of Generative Adversarial Networks for Data Augmentation in Malware Detection. | Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo |
| 2025 | ICIAP | A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning. | Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo |
| 2025 | SECRYPT | A Method for Packed (and Unpacked) Malware Detection by Means of Convolutional Neural Networks. | Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo |
| 2025 | SECRYPT | Towards Quantum Machine Learning in Ransomware Detection. | Francesco Mercaldo, Giovanni Ciaramella, Fabio Martinelli, Antonella Santone |
| 2023 | ICISSP | StegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation. | Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone |
| 2023 | IJCNN | Exploring Quantum Machine Learning for Explainable Malware Detection. | Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | ICMLA | Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning. | Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | KES | On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection. | Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone |
| 2022 | KES | A Model Checking-based Approach to Malicious Family Detection in iOS Environment. | Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | SECRYPT | A Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning. | Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone |