Raul Orduna Urrutia

According to our database, Raul Orduna Urrutia authored at least 16 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Topological safeguard for evasion attack interpreting the neural networks' behavior.

Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia

Pattern Recognit., March, 2024

Enhancing Law Enforcement Training: A Gamified Approach to Detecting Terrorism Financing.

Francesco Zola, Lander Segurola, Erin King, Martin Mullins, Raul Orduna Urrutia

CoRR, 2024

CYBERSHIELD: A Competitive Simulation Environment for Training AI in Cybersecurity.

José Álvaro Fernández-Carrasco, Iñigo Amonarriz Pagola, Raul Orduna Urrutia, Rodrigo Román

Proceedings of the 11th International Conference on Internet of Things: Systems, 2024

Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families.

Francesco Zola, Mikel Gorricho, Jon Ander Medina, Lander Segurola, Raul Orduna Urrutia

Proceedings of the IEEE International Conference on Blockchain, 2024

2022

Understanding deep learning defenses against adversarial examples through visualizations for dynamic risk assessment.

Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Jon Egaña Zubia, Raul Orduna Urrutia

Neural Comput. Appl., 2022

Network traffic analysis through node behaviour classification: a graph-based approach with temporal dissection and data-level preprocessing.

Francesco Zola, Lander Segurola-Gil, Jan Lukas Bruse, Mikel Galar, Raul Orduna Urrutia

Comput. Secur., 2022

Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification.

Francesco Zola, Lander Segurola-Gil, Jan L. Bruse, Mikel Galar, Raul Orduna Urrutia

Appl. Intell., 2022

Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour.

Idoia Eizagirre, Lander Segurola, Francesco Zola, Raul Orduna Urrutia

Proceedings of the 3rd European Symposium on Software Engineering, 2022

ChronoEOS: Configuration Control System Based on EOSIO Blockchain for On-Running Forensic Analysis.

Jose Alvaro Fernandez-Carrasco, Telmo Egues-Arregui, Francesco Zola, Raul Orduna Urrutia

Proceedings of the Blockchain and Applications, 4th International Congress, 2022

Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks.

José Álvaro Fernández-Carrasco, Lander Segurola-Gil, Francesco Zola, Raul Orduna Urrutia

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

Towards Autonomous Defense of SDN Networks Using MuZero Based Intelligent Agents.

Jon Gabirondo-López, Jon Egana, José Miguel-Alonso, Raul Orduna Urrutia

IEEE Access, 2021

NBcoded: Network Attack Classifiers Based on Encoder and Naive Bayes Model for Resource Limited Devices.

Lander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

SmartWarden: Automated Intrusion Detection System for Smart Contracts.

Xabier Echeberria-Barrio, Francesco Zola, Lander Segurola-Gil, Raul Orduna Urrutia

Proceedings of the 3rd Conference on Blockchain Research & Applications for Innovative Networks and Services, 2021

2020

Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment.

Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia

Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

Generative Adversarial Networks for Bitcoin Data Augmentation.

Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia

Proceedings of the 2nd Conference on Blockchain Research & Applications for Innovative Networks and Services, 2020

2019

Cascading Machine Learning to Attack Bitcoin Anonymity.

Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia

Proceedings of the IEEE International Conference on Blockchain, 2019