Publications (17) ROBERTO MAGAN CARRION publications

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. Drawing the web structure and content analysis beyond the Tor darknet: Freenet as a case of study

    Journal of Information Security and Applications, Vol. 68

  2. 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. Advances on Security in Ad Hoc Networks: A preliminary analysis

    Iberian Conference on Information Systems and Technologies, CISTI

  2. 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)

  3. Líneas de Defensa y Seguridad en Redes ad hoc: un Estudio Sistemático

    Actas de la XVI Reunión Española sobre Criptología y Seguridad de la Información(RECSI)

  4. Preserving authentication and availability security services through Multivariate Statistical Network Monitoring

    Journal of Information Security and Applications, Vol. 58

2020

  1. A distributed digital object architecture to support secure IoT ecosystems

    Communications in Computer and Information Science

  2. Multivariate Statistical Network Monitoring–Sensor: An effective tool for real-time monitoring and anomaly detection in complex networks and systems

    International Journal of Distributed Sensor Networks, Vol. 16, Núm. 5

  3. 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

  2. MSNM-S: an applied network monitoring tool for anomaly detection in complex network environments

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

2018

  1. On the way of protecting manets against security threats: A proactive approach

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

  2. UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs

    Computers and Security, Vol. 73, pp. 411-424

  3. Un resumen de: UGR’16: Un nuevo conjunto de datos para la evaluación de IDS de red basados en cicloestacionariedad

    Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad

2017

  1. A Dynamical Relay node placement solution for MANETs

    Computer Communications, Vol. 114, pp. 36-50

  2. Network-wide intrusion detection supported by multivariate analysis and interactive visualization

    2017 IEEE Symposium on Visualization for Cyber Security, VizSec 2017