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 | 58 | 2019 |
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 | 28 | 2022 |
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 | 27 | 2019 |
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 | 9 | 2020 |
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 | 6 | 2022 |
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 | 5 | 2021 |
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 | 4 | 2023 |
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 | 3 | 2023 |
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 | 3 | 2021 |
Temporal graph-based approach for behavioural entity classification F Zola, L Segurola, JL Bruse, MG Idoate arXiv preprint arXiv:2105.04798, 2021 | 3 | 2021 |
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 | 3 | 2019 |
Conditional Generative Adversarial Network for keystroke presentation attack I Eizaguirre-Peral, L Segurola-Gil, F Zola arXiv preprint arXiv:2212.08445, 2022 | 2 | 2022 |
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 | 2 | 2022 |
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 | 2 | 2022 |
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 | 2 | 2021 |
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 | 1 | 2022 |
Enhancing Training and Technology Adoption in Terrorism Financing Investigations Through Gamification F Zola, L Segurola, E King, M Mullins, R Orduna European Conference on Cyber Warfare and Security 23 (1), 654-663, 2024 | | 2024 |
Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families F Zola, M Gorricho, JA Medina, L Segurola, R Orduna-Urrutia arXiv preprint arXiv:2406.04719, 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 |
Graphaviour: Bitcoin behaviour classification based on graph topological similarities JA Medina, M Gorricho, L Segurola, F Zola, R Orduna Jornadas Nacionales de Investigación en Ciberseguridad (JNIC)(9ª. 2024 …, 2024 | | 2024 |