Xabier Echeberria

According to our database, Xabier Echeberria authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• 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

KINAITICS: Enhancing Cybersecurity Education Using AI-Based Tools and Gamification.

Francesco Zola, Xabier Echeberria, Jokin Petisco, Nikos Vakakis, Antonis Voulgaridis, Konstantinos Votis

Proceedings of the 16th International Conference on Education Technology and Computers, 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