Giovanni Ciaramella

29 papers B 9C 5Misc 2Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Privacy-Preserving and Explainable Method for Diabetic Retinopathy Classification and Localization.
IEEE Access
Giovanni Ciaramella, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone, Francesco Mercaldo
2026 J jnl
A method for real-world privacy-preserving Android malware detection through Federated Machine Learning.
Inf. Softw. Technol.
Giovanni Ciaramella, Fabio Martinelli, Christian Peluso, Antonella Santone, Francesco Mercaldo
2025 — conf
A Federated Machine Learning Method for Malicious Smart Contract Detection.
BCCA
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Paolo Mori, Antonella Santone
2025 C conf
A Method for Packed (and Unpacked) Malware Detection by Means of Convolutional Neural Networks.
SECRYPT
Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025 — conf
A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning.
ICIAP (Workshops 2)
Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo
2025 J jnl
A method for smart grid intrusion detection through explainable deep learning.
J. Comput. Virol. Hacking Tech.
Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025 Misc conf
Explainable Malware Detection by means of Federated Machine Learning.
CSR
Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025 Misc conf
Explainable Ransomware Detection through Static Analysis and Machine Learning.
CSR
Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025 — conf
FLIP: A tool for Explainable Federated Learning for Image Processing.
ICHI
Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025 — conf
Leveraging Pre-trained LLMs for GDPR Compliance in Online Privacy Policies.
ITASEC/SERICS
Giovanni Ciaramella, Luca Petrillo, Margaret Varilek, Francesco Mercaldo, Giovanni Comandè, Fabio Martinelli
2025 C conf
Towards Quantum Machine Learning in Ransomware Detection.
SECRYPT
Francesco Mercaldo, Giovanni Ciaramella, Fabio Martinelli, Antonella Santone
2024 — conf
A Federated Learning-Based Android Malware Detector Through Differential Privacy.
EUROCAST (3)
Christian Peluso, Giovanni Ciaramella, Francesco Mercaldo, Antonella Santone, Fabio Martinelli
2024 J jnl
A Proposal for Privacy-preserving Ransomware Detection by means of Federated Machine Learning.
ERCIM News
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo
2024 — conf
An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning.
ICEIS (1)
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone
2024 — conf
DroidDefender: An Image-based Android Antimalware Proof-of-Concept.
CODASPY
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2024 — conf
Dynamic Analysis for Explainable Fine-Grained Android Malware Detection.
STM
Giovanni Ciaramella, Francesco Mercaldo, Antonella Santone
2024 J jnl
Explainable Ransomware Detection with Deep Learning Techniques.
J. Comput. Virol. Hacking Tech.
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023 B conf
A Proposal for Trustworthy Artificial Intelligence.
IEEE Big Data
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023 B conf
Explainable Deep Learning for Smart Grid Stability Detection.
IEEE Big Data
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023 B conf
Exploring Quantum Machine Learning for Explainable Malware Detection.
IJCNN
Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023 B conf
Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning.
ARES
Francesco Mercaldo, Giovanni Ciaramella, Antonella Santone, Fabio Martinelli
2023 C conf
StegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation.
ICISSP
Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone
2022 B conf
A Model Checking-based Approach to Malicious Family Detection in iOS Environment.
KES
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022 C conf
A Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning.
SECRYPT
Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone
2022 C conf
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning.
ICMLA
Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022 B conf
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal.
IEEE Big Data
Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022 B conf
Introducing Quantum Computing in Mobile Malware Detection.
ARES
Giovanni Ciaramella, Giacomo Iadarola, Francesco Mercaldo, Marco Storto, Antonella Santone, Fabio Martinelli
2022 B conf
On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection.
KES
Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone
2021 B conf
SteælErgon: A Framework for Injecting Colluding Malicious Payload in Android Applications.
ARES
Rosangela Casolare, Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone