Xabier Echeberria-Barrio

According to our database, Xabier Echeberria-Barrio authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

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

NeuralSentinel: Safeguarding Neural Network Reliability and Trustworthiness.

Xabier Echeberria-Barrio, Mikel Gorricho, Selene Valencia, Francesco Zola

CoRR, 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

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