Raul Orduna Urrutia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Intrusion Detection

Risk Assessment

Top Venues

Publications

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 (2024)
Francesco Zola, Lander Segurola, Erin King, Martin Mullins, Raul Orduna Urrutia
Enhancing Law Enforcement Training: A Gamified Approach to Detecting Terrorism Financing. CoRR (2024)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Jon Egaña Zubia, Raul Orduna Urrutia
Understanding Deep Learning defenses Against Adversarial Examples Through Visualizations for Dynamic Risk Assessment. CoRR (2024)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
Topological safeguard for evasion attack interpreting the neural networks' behavior. Pattern Recognit. 147 (2024)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
Topological safeguard for evasion attack interpreting the neural networks' behavior. CoRR (2024)
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 (2022)
Idoia Eizagirre, Lander Segurola, Francesco Zola, Raul Orduna Urrutia
Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour. ESSE (2022)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Jon Egaña Zubia, Raul Orduna Urrutia
Understanding deep learning defenses against adversarial examples through visualizations for dynamic risk assessment. Neural Comput. Appl. 34 (23) (2022)
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)
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) (2022)
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)
Jon Gabirondo-López, Jon Egana, José Miguel-Alonso, Raul Orduna Urrutia
Towards Autonomous Defense of SDN Networks Using MuZero Based Intelligent Agents. IEEE Access 9 (2021)
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 (2021)
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)
Xabier Echeberria-Barrio, Francesco Zola, Lander Segurola-Gil, Raul Orduna Urrutia
SmartWarden: Automated Intrusion Detection System for Smart Contracts. BRAINS (2021)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment. CISIS (2020)
Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia
Generative Adversarial Networks for Bitcoin Data Augmentation. CoRR (2020)
Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia
Generative Adversarial Networks for Bitcoin Data Augmentation. BRAINS (2020)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment. CoRR (2020)
Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia
Cascading Machine Learning to Attack Bitcoin Anonymity. Blockchain (2019)
Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia
Cascading Machine Learning to Attack Bitcoin Anonymity. CoRR (2019)