Listar Investigaciones financiadas por la Unión Europea (OpenAire) - Europar Batasunak finantzatutako ikerketak (OpenAire) por autor "Zola, Francesco"
Mostrando ítems 1-3 de 3
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Bitcoin and cybersecurity: temporal dissection of blockchain data to unveil changes in entity behavioral patterns
Zola, Francesco; Bruse, Jan Lukas; Eguimendia, María; Galar Idoate, Mikel
; Orduna Urrutia, Raúl (MDPI, 2019)
Artículo / Artikulua 
The Bitcoin network not only is vulnerable to cyber-attacks but currently represents the most frequently used cryptocurrency for concealing illicit activities. Typically, Bitcoin activity is monitored by decreasing anonymity ... -
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 ekarpena
In 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 ekarpena
In 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 ...
