Publicaciones (12) Publicaciones de ROBERTO ANDRÉS CAROFILIS VASCO

2024

  1. Clasificación de capturas de smishing con aprendizaje profundo e IRIS

    Jornadas de Automática, Núm. 45

  2. FINE-TUNING SELF-SUPERVISED MODELS FOR LANGUAGE IDENTIFICATION USING ORTHONORMAL CONSTRAINT

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  3. Preprocesado de imagen y OCR para mejorar deteccion de smishing

    Jornadas de Automática, Núm. 45

  4. Spam hierarchical clustering for campaigns spotting and topic-based classification

    IX Jornadas Nacionales de Investigación En Ciberseguridad

2023

  1. Applying Machine Learning to login URLs for phishing detection

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  2. Impact of facial occlusions in age estimation algorithms for forensic applications

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  3. Improvement of Accent Classification Models Through Grad-Transfer from Spectrograms and Gradient-Weighted Class Activation Mapping

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 31, pp. 2859-2871

  4. MeWEHV: Mel and Wave Embeddings for Human Voice Tasks

    IEEE Access, Vol. 11, pp. 80089-80104

2022

  1. PBIL for optimizing inception module in convolutional neural networks

    Logic Journal of the IGPL

2021

  1. Classifying Screenshots of Industrial Control System Using Transfer Learning and Fine-Tuning

    Investigación en Ciberseguridad, pp. 151-152

  2. Detecting vulnerabilities in critical infrastructures by classifying exposed industrial control systems using deep learning

    Applied Sciences (Switzerland), Vol. 11, Núm. 1, pp. 1-14

2020

  1. PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)