Listar Comunicaciones y ponencias de congresos ISC - ISC biltzarretako komunikazioak eta txostenak por autor "Zola, Francesco"
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Generative adversarial networks for bitcoin data augmentation
Zola, Francesco; Bruse, Jan Lukas; Etxeberria Barrio, Xabier; Galar Idoate, Mikel ; Orduna Urrutia, Raúl (IEEE, 2020) Contribución a congreso / Biltzarrerako ekarpenaIn Bitcoin entity classification, results are strongly conditioned by the ground-truth dataset, especially when applying supervised machine learning approaches. However, these ground-truth datasets are frequently affected ... -
Temporal analysis of distribution shifts in malware classification for digital forensics
Zola, Francesco; Bruse, Jan Lukas; Galar Idoate, Mikel (IEEE, 2023) Contribución a congreso / Biltzarrerako ekarpenaIn recent years, malware diversity and complexity have increased substantially, so the detection and classification of malware families have become one of the key objectives of information security. Machine learning ... -
Verification system based on long-range iris and Graph Siamese Neural Networks
Zola, Francesco; Fernandez-Carrasco, José Álvaro; Bruse, Jan Lukas; Galar Idoate, Mikel ; Geradts, Zeno (ACM, 2022) Contribución a congreso / Biltzarrerako ekarpenaBiometric systems represent valid solutions in tasks like user authentication and verification, since they are able to analyze physical and behavioural features with high precision. However, especially when physical ...