Giacomo Iadarola

34 papers A 1B 8C 11Journal 7Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	Cybersecurity-Related Tweet Classification by Explainable Deep Learning. ICISSP Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, 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
2024	J	`jnl`	Picker Blinder: a framework for automatic injection of malicious inter-app communication. J. Comput. Virol. Hacking Tech. Rosangela Casolare, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023	C	`conf`	A Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning. SECRYPT Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023	C	`conf`	Benchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis. ICMLA Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023	J	`jnl`	Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone
2023	B	`conf`	Explainable Deep Learning for Face Mask Detection. KES Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023	J	`jnl`	Privacy-Preserving Data Sharing for Collaborative Analytics in Multi-Modal Transportation Systems. ERCIM News Daniele Albanese, Giuseppe Crincoli, Marco De Vincenzi, Giacomo Iadarola, Fabio Martinelli, Ilaria Matteucci, Paolo Mori
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	C	`conf`	A Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning. SECRYPT Giuseppe Crincoli, Fabiana Fierro, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, 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	—	`conf`	Assessing Deep Learning Predictions in Image-Based Malware Detection with Activation Maps. STM Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2022	C	`conf`	COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. ICMLA Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone
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	C	`conf`	Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022	A	`conf`	Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2022	—	`conf`	Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone
2022	B	`conf`	Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022	J	`jnl`	Fighting Cybercrime by Introducing Trustworthiness and Interpretability in Deep Learning Malware Detection. ERCIM News Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo
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
2022	—	`conf`	Product Incremental Security Risk Assessment Using DevSecOps Practices. CyberICPS/SECPRE/SPOSE/CPS4CIP/CDT&SECOMAN/EIS/SecAssure@ESORICS Sébastien Dupont, Artsiom Yautsiukhin, Guillaume Ginis, Giacomo Iadarola, Stefano Fagnano, Fabio Martinelli, Christophe Ponsard, Axel Legay, Philippe Massonet
2022	—	`conf`	Vulnerable Smart Contract Detection by Means of Model Checking. BSCI Giuseppe Crincoli, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021	B	`conf`	A Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning. IJCNN Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone
2021	J	`jnl`	Dynamic Mobile Malware Detection through System Call-based Image representation. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. Rosangela Casolare, Carlo De Dominicis, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021	C	`conf`	Mobile Family Detection through Audio Signals Classification. SECRYPT Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021	—	`conf`	Perturbation of Image-based Malware Detection with Smali level morphing techniques. ISPA/BDCloud/SocialCom/SustainCom Federico Gerardi, Giacomo Iadarola, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2021	B	`conf`	Robust Malware Classification via Deep Graph Networks on Call Graph Topologies. ESANN Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli
2021	J	`jnl`	Towards an interpretable deep learning model for mobile malware detection and family identification. Comput. Secur. Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020	—	`conf`	Evaluating Deep Learning Classification Reliability in Android Malware Family Detection. ISSRE Workshops Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020	C	`conf`	Image-based Malware Family Detection: An Assessment between Feature Extraction and Classification Techniques. IoTBDS Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019	—	`conf`	Formal Methods for Android Banking Malware Analysis and Detection. IoTSMS Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone