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Francesco Zola
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Cascading machine learning to attack bitcoin anonymity
F Zola, M Eguimendia, JL Bruse, RO Urrutia
2019 IEEE International Conference on Blockchain (Blockchain), 10-17, 2019
562019
Bitcoin and cybersecurity: Temporal dissection of blockchain data to unveil changes in entity behavioral patterns
F Zola, JL Bruse, M Eguimendia, M Galar, R Orduna Urrutia
Applied Sciences 9 (23), 5003, 2019
252019
Network traffic analysis through node behaviour classification: a graph-based approach with temporal dissection and data-level preprocessing
F Zola, L Segurola-Gil, JL Bruse, M Galar, R Orduna-Urrutia
Computers & Security 115, 102632, 2022
242022
Generative Adversarial Networks for Bitcoin Data Augmentation
F Zola, JL Bruse, XE Barrio, M Galar, RO Urrutia
2020 2nd Conference on Blockchain Research & Applications for Innovative …, 2020
92020
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification
F Zola, L Segurola-Gil, JL Bruse, M Galar, R Orduna-Urrutia
Applied Intelligence 52 (15), 17289-17314, 2022
62022
NBcoded: network attack classifiers based on Encoder and Naive Bayes model for resource limited devices
L Segurola-Gil, F Zola, X Echeberria-Barrio, R Orduna-Urrutia
arXiv preprint arXiv:2109.07273, 2021
42021
Temporal Analysis of Distribution Shifts in Malware Classification for Digital Forensics
F Zola, JL Bruse, M Galar
2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023
32023
Chronoeos 2.0: Device fingerprinting and eosio blockchain technology for on-running forensic analysis in an iot environment
JÁ Fernández-Carrasco, X Echeberria-Barrio, D Paredes-García, F Zola, ...
Smart Cities 6 (2), 897-912, 2023
32023
SmartWarden: Automated Intrusion Detection System for Smart Contracts
X Echeberria-Barrio, F Zola, L Segurola-Gil, R Orduna-Urrutia
2021 3rd Conference on Blockchain Research & Applications for Innovative …, 2021
32021
Kriptosare. gen, a dockerized Bitcoin testbed: analysis of server performance
F Zola, C Pérez-Solà, JE Zubia, M Eguimendia, J Herrera-Joancomartí
2019 10th IFIP International Conference on New Technologies, Mobility and …, 2019
32019
Conditional Generative Adversarial Network for keystroke presentation attack
I Eizaguirre-Peral, L Segurola-Gil, F Zola
arXiv preprint arXiv:2212.08445, 2022
22022
ChronoEOS: Configuration control system based on EOSIO blockchain for on-running forensic analysis
JA Fernandez-Carrasco, T Egues-Arregui, F Zola, R Orduna-Urrutia
International Congress on Blockchain and Applications, 37-47, 2022
22022
Automating Intrusion Detection Systems in Smart Contracts
X Echeberria-Barrio, F Zola, L Segurola-Gil, R Orduna-Urrutia
Univ. Castilla-La Mancha, 19-22, 2021
22021
Keystroke Presentation Attack: Generative Adversarial Networks for Replacing User Behaviour
I Eizagirre, L Segurola, F Zola, R Orduna
Proceedings of the 2022 European Symposium on Software Engineering, 119-126, 2022
12022
Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks
JÁ Fernández-Carrasco, L Segurola-Gil, F Zola, R Orduna-Urrutia
2022 IEEE Future Networks World Forum (FNWF), 622-627, 2022
12022
Temporal graph-based approach for behavioural entity classification
F Zola, L Segurola, JL Bruse, MG Idoate
arXiv preprint arXiv:2105.04798, 2021
12021
Enhancing law enforcement training: A gamified approach to detecting terrorism financing
F Zola, L Segurola, E King, M Mullins, R Orduna
International Journal of Police Science & Management, 14613557241237174, 2024
2024
NeuralSentinel: Safeguarding Neural Network Reliability and Trustworthiness
X Echeberria-Barrio, M Gorricho, S Valencia, F Zola
4th International Conference on AI, Machine Learning and Applications (AIMLA …, 2024
2024
Cybersecurity in Public Space: Leveraging CNN and LSTM for Proactive Multivariate Time Series Classification
AA Al Odaini, F Zola, L Segurola-Gil, A Gil-Lertxundi, C D’Andrea
2023 IEEE International Conference on Big Data (BigData), 4110-4118, 2023
2023
Verification system based on long-range iris and Graph Siamese Neural Networks
F Zola, JA Fernandez-Carrasco, JL Bruse, M Galar, Z Geradts
ESSE '22: Proceedings of the 2022 European Symposium on Software Engineering …, 2022
2022
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