Velasco Mata, J; Chaves, D; Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; . "Development of a Hardware Benchmark for Forensic Face Detection Applications". In: The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC),. Paper presented at Cybersecurity Research National Conferences, Spain. 2021.
Publications
Velasco Mata, J; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "Efficient Detection of Botnet Traffic by Features Selection and Decision Trees". IEEE Access, pp. 120567-120579, (2021). DOI: 109/ACCESS.2021.3108222.
FELIPE, L; ; J. Juan; Velasco Mata, J; Fidalgo Fernández, E; Alegre, Enrique. "Evaluation of state-of-art phishing detection strategies based on machine learning". In: The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC),. Paper presented at Cybersecurity Research National Conferences, Spain. 2021.
F. Jáñez-Martino; Fidalgo Fernández, E; Santiago González-Martínez; Velasco Mata, J. "Classification of Spam Emails through Hierarchical Clustering and Supervised Learning". ArXiv preprint arXiv:2005.08773, (2020).
Al Nabki, W; Fidalgo Fernández, E; Roberto A. Vasco-Carofilis; Martino F. J.; Velasco Mata, J. "Evaluating Performance of an Adult Pornography Classifier for Child Sexual Abuse Detection". arXiv preprint arXiv:2005.08766, (2020).
Al Nabki, W; Martino F. J.; Roberto A. Vasco-Carofilis; Fidalgo Fernández, E; Velasco Mata, J. "Improving Named Entity Recognition in Tor Darknet with Local Distance Neighbor Feature". arXiv preprint arXiv:2005.08746, (2020).
Velasco Mata, J; Fidalgo Fernández, E; González-Castro, V; Alegre, Enrique; Blanco Medina, P. "Botnet Detection on TCP Traffic Using Supervised Machine Learning". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 1-12.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Velasco Mata, J. "CPU vs GPU performance of deep learning based face detectors using resized images in forensic applications". Paper presented at 9th International Conference on Imaging for Crime 1-6Detection and Prevention (ICDP-2019), London (UK). 2019. pp. 93-98.
Al Nabki, W; Fidalgo Fernández, E; Velasco Mata, J. "DarkNER: A Platform for Named Entity Recognition in Tor Darknet". Paper presented at The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC), Cáceres. 2019. pp. 1-2.
S. Merayo-Alba; Fidalgo Fernández, E; González-Castro, V; Alaiz Rodríguez, R; Velasco Mata, J. "Use of Natural Language Processing to Identify Inappropriate Content in Text". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 1-10.