Biswas, R; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "A new perceptual hashing method for verification and identity classification of occluded faces". Image and Vision Computing, Vol (113), pp. 104245, (2021). DOI: https://doi.org/10.1016/j.imavis.2021.104245.
Publications
Biswas, R; Chaves, D; Fernández-Robles, L; Fidalgo Fernández, E; Alegre, Enrique. "A Video Summarization Approach to Speed-up the Analysis of Child Sexual Exploitation Material". In: XLII Jornadas de Automática. Spain. 2021. pp. 648-654.
Gangwar Kumar, A; González-Castro, V; Alegre, Enrique; Fidalgo Fernández, E. "AttM-CNN: Attention and Metric Learning Based CNN for Pornography, Age and Child Sexual Abuse (CSA) Detection in Images". Neurocomputing, (2021). DOI: https://doi.org/10.1016/j.neucom.2021.02.056.
Saikia, S; Fernández-Robles, L; Fidalgo Fernández, E; Alegre, Enrique. "Colour Neural Descriptors for Instance Retrieval Using CNN Features and Colour Models". IEEE Access, pp. 23218-23234, (2021). DOI: 10.1109/ACCESS.2021.3056330.
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; Roberto A. Vasco-Carofilis; Martino F. J.; . "Detecting Vulnerabilities in Critical Infrastructures by Classifying Exposed Industrial Control Systems Using Deep Learning". Applied Sciences, Vol (11(1)), pp. 367, (2021). DOI: https://doi.org/10.3390/app11010367.
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.
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.
; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.. "Fraudulent e-commerce websites detection through machine learning". Paper presented at Hybrid Artificial Intelligent Systems, Spain. 2021.
Saikia, S; Fernández-Robles, L; Alegre, Enrique; Fidalgo Fernández, E. "Image Retrieval based on Texture Using Latent Space Representation of Discrete Fourier Transformed Maps". Neural Computing and Applications, (2021). DOI: https://doi.org/10.1007/ss00521-021-05955-2.
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R. "Short Text Classification Approach to Identify Child Sexual Exploitation Material".
arXiv preprint arXiv:2011.01113
FELIPE, L; Fidalgo Fernández, E; Alegre, Enrique; Chaves, D; . "State of the Art: Content-based and Hybrid Phishing Detection".
arXiv preprint arXiv:2101.12723
; ; Alegre, Enrique; . "Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet". arXiv preprint arXiv:2012.06277, (2021).
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R; Martino F. J.; . "Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications". Sensors, Vol (20(16)), (2020). DOI: https://doi.org/10.3390/s20164491.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R; Martino F. J.; . "Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications". Sensors, Vol (20(16)), pp. 5850, (2020). DOI: https://doi.org/10.3390/s20164491.
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Roberto A. Vasco-Carofilis; . "Classification of Industrial Control Systems screenshots using Transfer Learning". arXiv preprint arXiv:2005.10098, (2020).
; Alegre, Enrique; ; . "Device-based image matching with similarity learning by convolutional neural networks that exploit the underlying camera sensor pattern noise". arXiv preprint arXiv:2004.11443, (2020).
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R. "File Name Classification Approach to Identify Child Sexual Abuse". In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM. Paper presented at The 9th International Conference on Pattern Recognition Applications and Methods, Valletta, Malta. 2020. pp. 228-234. DOI: 10.5220/0009154802280234.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Biswas, R. "Improving Age Estimation in Minors and Young Adults with Occluded Faces to Fight Against Child Sexual Exploitation". In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP. Paper presented at 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Malta. 2020. pp. 721-729. DOI: 10.5220/0008945907210729.
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L. "Improving named entity recognition in noisy user-generated text with local distance neighbor feature". Neurocomputing, Vol (382), (2020). DOI: https://doi.org/10.1016/j.neucom.2019.11.072.