Raul Orduna Urrutia

23 papers Misc 1Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2024 — conf
CYBERSHIELD: A Competitive Simulation Environment for Training AI in Cybersecurity.
IOTSMS
José Álvaro Fernández-Carrasco, Iñigo Amonarriz Pagola, Raul Orduna Urrutia, Rodrigo Román
2024 J jnl
Enhancing Law Enforcement Training: A Gamified Approach to Detecting Terrorism Financing.
CoRR
Francesco Zola, Lander Segurola, Erin King, Martin Mullins, Raul Orduna Urrutia
2024 J jnl
Topological safeguard for evasion attack interpreting the neural networks' behavior.
CoRR
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
2024 J jnl
Topological safeguard for evasion attack interpreting the neural networks' behavior.
Pattern Recognit.
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
2024 J jnl
Understanding Deep Learning defenses Against Adversarial Examples Through Visualizations for Dynamic Risk Assessment.
CoRR
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Jon Egaña Zubia, Raul Orduna Urrutia
2024 — conf
Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families.
Blockchain
Francesco Zola, Mikel Gorricho, Jon Ander Medina, Lander Segurola, Raul Orduna Urrutia
2024 J jnl
Unveiling Dynamics and Patterns: A Comprehensive Analysis of Spreading Patterns and Similarities in Low-Labelled Ransomware Families.
CoRR
Francesco Zola, Mikel Gorricho, Jon Ander Medina, Lander Segurola, Raul Orduna Urrutia
2022 J jnl
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification.
Appl. Intell.
Francesco Zola, Lander Segurola-Gil, Jan L. Bruse, Mikel Galar, Raul Orduna Urrutia
2022 — conf
ChronoEOS: Configuration Control System Based on EOSIO Blockchain for On-Running Forensic Analysis.
BLOCKCHAIN
Jose Alvaro Fernandez-Carrasco, Telmo Egues-Arregui, Francesco Zola, Raul Orduna Urrutia
2022 — conf
Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour.
ESSE
Idoia Eizagirre, Lander Segurola, Francesco Zola, Raul Orduna Urrutia
2022 J jnl
Network traffic analysis through node behaviour classification: a graph-based approach with temporal dissection and data-level preprocessing.
Comput. Secur.
Francesco Zola, Lander Segurola-Gil, Jan Lukas Bruse, Mikel Galar, Raul Orduna Urrutia
2022 — conf
Security and 5G: Attack mitigation using Reinforcement Learning in SDN networks.
FNWF
José Álvaro Fernández-Carrasco, Lander Segurola-Gil, Francesco Zola, Raul Orduna Urrutia
2022 J jnl
Understanding deep learning defenses against adversarial examples through visualizations for dynamic risk assessment.
Neural Comput. Appl.
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Jon Egaña Zubia, Raul Orduna Urrutia
2021 — conf
NBcoded: Network Attack Classifiers Based on Encoder and Naive Bayes Model for Resource Limited Devices.
PKDD/ECML Workshops (2)
Lander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia
2021 J jnl
NBcoded: network attack classifiers based on Encoder and Naive Bayes model for resource limited devices.
CoRR
Lander Segurola-Gil, Francesco Zola, Xabier Echeberria-Barrio, Raul Orduna Urrutia
2021 — conf
SmartWarden: Automated Intrusion Detection System for Smart Contracts.
BRAINS
Xabier Echeberria-Barrio, Francesco Zola, Lander Segurola-Gil, Raul Orduna Urrutia
2021 J jnl
Towards Autonomous Defense of SDN Networks Using MuZero Based Intelligent Agents.
IEEE Access
Jon Gabirondo-López, Jon Egana, José Miguel-Alonso, Raul Orduna Urrutia
2020 Misc conf
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment.
CISIS
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia
2020 J jnl
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment.
CoRR
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia
2020 — conf
Generative Adversarial Networks for Bitcoin Data Augmentation.
BRAINS
Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia
2020 J jnl
Generative Adversarial Networks for Bitcoin Data Augmentation.
CoRR
Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia
2019 — conf
Cascading Machine Learning to Attack Bitcoin Anonymity.
Blockchain
Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia
2019 J jnl
Cascading Machine Learning to Attack Bitcoin Anonymity.
CoRR
Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia