Giacomo Iadarola
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
11
Active years
2020–2024
Best venue rank
C
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICISSP | Cybersecurity-Related Tweet Classification by Explainable Deep Learning. | Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, 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 | ICMLA | Benchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis. | Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2023 | KES | Explainable Deep Learning for Face Mask Detection. | Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2023 | SECRYPT | A Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning. | Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | BIBE | Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. | Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2022 | ESORICS | Product Incremental Security Risk Assessment Using DevSecOps Practices. | Sbastien Dupont, Artsiom Yautsiukhin, Guillaume Ginis, Giacomo Iadarola, Stefano Fagnano, Fabio Martinelli, Christophe Ponsard, Axel Legay, Philippe Massonet |
| 2022 | ICDCS | Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. | Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone |
| 2022 | ICMLA | COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. | Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone |
| 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 | IJCNN | Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. | Marcello Di Giammarco, 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 Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning. | Giuseppe Crincoli, Fabiana Fierro, Giacomo Iadarola, Piera Elena La Rocca, 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 |
| 2021 | ESANN | Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. | Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli |
| 2021 | IJCNN | A Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning. | Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone |
| 2021 | ISPA | Perturbation of Image-based Malware Detection with Smali level morphing techniques. | Federico Gerardi, Giacomo Iadarola, Fabio Martinelli, Antonella Santone, Francesco Mercaldo |
| 2021 | SECRYPT | Mobile Family Detection through Audio Signals Classification. | Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |
| 2020 | ISSRE | Evaluating Deep Learning Classification Reliability in Android Malware Family Detection. | Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone |