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ORCIDRaul Orduna
Person information
- affiliation: Basque Research and Technology Alliance (BRTA), Vicomtech Foundation, Donostia-San Sebastián, Spain
- affiliation (PhD 2010): Public University of Navarre (UPNA), Departamento de Automatica y Computacion, Spain
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2020 – today
- 2024
[j7]Xabier Echeberria-Barrio
, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia:
Topological safeguard for evasion attack interpreting the neural networks' behavior. Pattern Recognit. 147: 110130 (2024)- [c14]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 - [c13]Francesco Zola, Jon Ander Medina, Raul Orduna:
Assessing the Impact of Sanctions in the Crypto Ecosystem: Effective Measures or Ineffective Deterrents? ESORICS Workshops (1) 2024: 292-308 - [c12]José Álvaro Fernández-Carrasco, Iñigo Amonarriz Pagola, Raul Orduna Urrutia, Rodrigo Román:
CYBERSHIELD: A Competitive Simulation Environment for Training AI in Cybersecurity. IOTSMS 2024: 11-18 - [i9]Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia:
Topological safeguard for evasion attack interpreting the neural networks' behavior. CoRR abs/2402.07480 (2024) - [i8]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 abs/2402.07496 (2024) - [i7]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) - [i6]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) - [i5]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
- [j6]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) - [j5]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) - [j4]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): 20477-20490 (2022) - [c11]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 - [c10]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 - [c9]Idoia Eizagirre, Lander Segurola, Francesco Zola, Raul Orduna Urrutia:
Keystroke Presentation Attack: Generative Adversarial Networks for replacing user behaviour. ESSE 2022: 119-126 - 2021
- [j3]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: 107184-107199 (2021) - [c8]Xabier Echeberria-Barrio, Francesco Zola, Lander Segurola-Gil, Raul Orduna Urrutia:
SmartWarden: Automated Intrusion Detection System for Smart Contracts. BRAINS 2021: 51-52 - [c7]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 - [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
- [c6]Francesco Zola, Jan Lukas Bruse, Xabier Etxeberria Barrio, Mikel Galar, Raul Orduna Urrutia:
Generative Adversarial Networks for Bitcoin Data Augmentation. BRAINS 2020: 136-143 - [c5]Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia:
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment. CISIS 2020: 316-326 - [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) - [i2]Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria, Raul Orduna Urrutia:
Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment. CoRR abs/2007.01017 (2020)
2010 – 2019
- 2019
- [c4]Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia:
Cascading Machine Learning to Attack Bitcoin Anonymity. Blockchain 2019: 10-17 - [i1]Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia:
Cascading Machine Learning to Attack Bitcoin Anonymity. CoRR abs/1910.06560 (2019) - 2016
- [c3]Humberto Bustince, Edurne Barrenechea, Miguel Pagola, Javier Fernández, Raul Orduna, Javier Montero:
A Survey of Atanassov's Intuitionistic Fuzzy Relations. Fuzzy Logic and Information Fusion 2016: 65-78 - 2014
- [j2]Raul Orduna, Aranzazu Jurio, Daniel Paternain, Humberto Bustince, Pedro Melo-Pinto, Edurne Barrenechea:
Segmentation of color images using a linguistic 2-tuples model. Inf. Sci. 258: 339-352 (2014)
2000 – 2009
- 2009
- [c2]Humberto Bustince Sola, Javier Fernández, Radko Mesiar, Javier Montero, Raul Orduna:
Overlap Index, Overlap Functions and Migrativity. IFSA/EUSFLAT Conf. 2009: 300-305 - 2007
- [j1]Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Raul Orduna:
Image Thresholding Computation Using Atanassov's Intuitionistic Fuzzy Sets. J. Adv. Comput. Intell. Intell. Informatics 11(2): 187-194 (2007) - [c1]Humberto Bustince Sola, Edurne Barrenechea Tartas, Miguel Pagola, Raul Orduna:
Construction of Interval Type 2 Fuzzy Images to Represent Images in Grayscale. False Edges. FUZZ-IEEE 2007: 1-6
Coauthor Index
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