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Journal Articles
- 2022
[j2]Francesco Zola
, Lander Segurola-Gil, Jan L. Bruse, Mikel Galar, Raul Orduna Urrutia:
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification. Appl. Intell. 52(15): 17289-17314 (2022)- [j1]Francesco Zola, Lander Segurola-Gil, Jan Lukas Bruse, Mikel Galar, Raul Orduna Urrutia:
Network traffic analysis through node behaviour classification: a graph-based approach with temporal dissection and data-level preprocessing. Comput. Secur. 115: 102632 (2022)
Conference and Workshop Papers
- 2024
- [c12]Francesco Zola, Mikel Gorricho, Jon Ander Medina, Lander Segurola, Raul Orduna Urrutia:
Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families. Blockchain 2024: 260-268 - 2023
- [c11]Aimen Ahmed Al Odaini, Francesco Zola, Lander Segurola-Gil, Amaia Gil-Lertxundi, Carmen D'Andrea:
Cybersecurity in Public Space: Leveraging CNN and LSTM for Proactive Multivariate Time Series Classification. IEEE Big Data 2023: 4110-4118 - [c10]Francesco Zola, Jan Lukas Bruse, Mikel Galar:
Temporal Analysis of Distribution Shifts in Malware Classification for Digital Forensics. EuroS&P Workshops 2023: 439-450 - 2022
- [c9]José Álvaro Fernández-Carrasco, Lander Segurola-Gil, Francesco Zola, Raul Orduna Urrutia:
Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks. FNWF 2022: 622-627 - [c8]Jose Alvaro Fernandez-Carrasco, Telmo Egues-Arregui, Francesco Zola, Raul Orduna Urrutia:
ChronoEOS: Configuration Control System Based on EOSIO Blockchain for On-Running Forensic Analysis. BLOCKCHAIN 2022: 37-47 - [c7]Francesco Zola, Jose Alvaro Fernandez-Carrasco, Jan Lukas Bruse, Mikel Galar, Zeno J. M. H. Geradts:
Verification system based on long-range iris and Graph Siamese Neural Networks. ESSE 2022: 80-88 - [c6]Idoia Eizagirre, Lander Segurola, Francesco Zola, Raul Orduna Urrutia:
Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour. ESSE 2022: 119-126 - 2021
- [c5]Xabier Echeberria-Barrio, Francesco Zola, Lander Segurola-Gil, Raul Orduna Urrutia:
SmartWarden: Automated Intrusion Detection System for Smart Contracts. BRAINS 2021: 51-52 - [c4]Lander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia:
NBcoded: Network Attack Classifiers Based on Encoder and Naive Bayes Model for Resource Limited Devices. PKDD/ECML Workshops (2) 2021: 55-70 - 2020
- [c3]Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia:
Generative Adversarial Networks for Bitcoin Data Augmentation. BRAINS 2020: 136-143 - 2019
- [c2]Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia:
Cascading Machine Learning to Attack Bitcoin Anonymity. Blockchain 2019: 10-17 - [c1]Francesco Zola, Cristina Pérez-Solà, Jon Egaña Zubia, Maria Eguimendia, Jordi Herrera-Joancomartí:
Kriptosare.gen, a Dockerized Bitcoin Testbed: Analysis of Server Performance. NTMS 2019: 1-5
Informal and Other Publications
- 2024
- [i11]Xabier Echeberria-Barrio, Mikel Gorricho, Selene Valencia, Francesco Zola:
NeuralSentinel: Safeguarding Neural Network Reliability and Trustworthiness. CoRR abs/2402.07506 (2024) - [i10]Francesco Zola, Lander Segurola, Erin King, Martin Mullins, Raul Orduna Urrutia:
Enhancing Law Enforcement Training: A Gamified Approach to Detecting Terrorism Financing. CoRR abs/2403.13625 (2024) - [i9]Francesco Zola, Mikel Gorricho, Jon Ander Medina, Lander Segurola, Raul Orduna Urrutia:
Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families. CoRR abs/2406.04719 (2024) - [i8]Francesco Zola, Jon Ander Medina, Raul Orduna:
Assessing the Impact of Sanctions in the Crypto Ecosystem: Effective Measures or Ineffective Deterrents? CoRR abs/2409.10031 (2024) - 2022
- [i7]Francesco Zola, Jose Alvaro Fernandez-Carrasco, Jan Lukas Bruse, Mikel Galar, Zeno J. M. H. Geradts:
Verification system based on long-range iris and Graph Siamese Neural Networks. CoRR abs/2208.00785 (2022) - [i6]Idoia Eizaguirre-Peral, Lander Segurola-Gil, Francesco Zola:
Conditional Generative Adversarial Network for keystroke presentation attack. CoRR abs/2212.08445 (2022) - 2021
- [i5]Francesco Zola, Lander Segurola, Jan Lukas Bruse, Mikel Galar Idoate:
Temporal graph-based approach for behavioural entity classification. CoRR abs/2105.04798 (2021) - [i4]Lander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia:
NBcoded: network attack classifiers based on Encoder and Naive Bayes model for resource limited devices. CoRR abs/2109.07273 (2021) - 2020
- [i3]Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia:
Generative Adversarial Networks for Bitcoin Data Augmentation. CoRR abs/2005.13369 (2020) - 2019
- [i2]Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia:
Cascading Machine Learning to Attack Bitcoin Anonymity. CoRR abs/1910.06560 (2019) - [i1]Francesco Zola, Cristina Pérez-Solà, Jon Egaña Zubia, Maria Eguimendia, Jordi Herrera-Joancomartí:
Kriptosare.gen, a dockerized Bitcoin testbed: analysis of server performance. CoRR abs/1910.07377 (2019)
Coauthor Index
aka: Lander Segurola-Gil
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