Herrera, Francisco

Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification

Rodríguez-Barroso, N., Martínez-Cámara, E., Luzón, M. V., & Herrera, F. (2022) · Knowledge-Based Systems

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 38

Fast fingerprint identification using GPUs

Lastra, M., Carabaño, J., Gutiérrez, P. D., Benítez, J. M., & Herrera, F. (2015) · Information Sciences

Biometric Identification and SecurityParallel Computing and Optimization Techniques

Cited by 32

REVEL Framework to Measure Local Linear Explanations for Black‐Box Models: Deep Learning Image Classification Case Study

Sevillano-García, I., Luengo, J., & Herrera, F. (2023) · International Journal of Intelligent Systems

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 10

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case

Díaz-Rodríguez, N., Lamas, A., Sanchez, J., Franchi, G., Donadello, I., Tabik, S., Filliat, D., Cruz, P., Montes, R., & Herrera, F. (2022) · Information Fusion

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 2