Publications by the researcher in collaboration with IGNACIO DIAZ CANO (5)

2024

  1. Evaluating the impact of different Feature as a Counter data aggregation approaches on the performance of NIDSs and their selected features

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 263-280

2022

  1. Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration

    IEEE Transactions on Emerging Topics in Computing, Vol. 10, Núm. 4, pp. 1717-1732

2021

  1. Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs

    14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)

2020

  1. Towards a reliable comparison and evaluation of network intrusion detection systems based on machine learning approaches

    Applied Sciences (Switzerland), Vol. 10, Núm. 5

2019

  1. Evaluación de algoritmos de clasificación para la detección de ataques en red sobre conjuntos de datos reales: UGR’16 dataset como caso de estudio

    Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres