39 citations · 39 across the 2 of their papers we have counts for
4 papers
Verification system based on long-range iris and Graph Siamese Neural Networks
Francesco Zola, Jose Alvaro Fernandez-Carrasco, Jan Lukas Bruse +2
Biometric systems represent valid solutions in tasks like user authentication and verification, since they are able to analyze physical and behavioural features with high precision…
Temporal graph-based approach for behavioural entity classification
Francesco Zola, Lander Segurola, Jan Lukas Bruse +1
Graph-based analyses have gained a lot of relevance in the past years due to their high potential in describing complex systems by detailing the actors involved, their relations an…
Generative Adversarial Networks for Bitcoin Data Augmentation
Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio +2
In Bitcoin entity classification, results are strongly conditioned by the ground-truth dataset, especially when applying supervised machine learning approaches. However, these grou…
Cascading Machine Learning to Attack Bitcoin Anonymity
Francesco Zola, Maria Eguimendia, Jan Lukas Bruse +1
Bitcoin is a decentralized, pseudonymous cryptocurrency that is one of the most used digital assets to date. Its unregulated nature and inherent anonymity of users have led to a dr…