Roberto Magán Carrión

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 32 (2), 263-280, 2024

Methodology for the Detection of Contaminated Training Datasets for Machine Learning-Based Network Intrusion-Detection Systems

Sensors 24 (2), 479, 2024

Crypto-Ransomware: A Revision of the State of the Art, Advances and Challenges

Electronics 12 (21), 4494, 2023

Exploring Hidden Anomalies in UGR’16 Network Dataset with Kitsune

International Conference on Flexible Query Answering Systems, 194-205, 2023

Explorando anomalías ocultas en UGR’16 con Kitsune

Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023

El Marco Europeo de Identidad Digital: análisis del enfoque coordinado a través del" Toolbox" de la UE

Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023

SIMAGRO: un prototipo para la deteccion de anomalías en entornos IoT para el sector agroalimentario

Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023

Influencia de la seleccion de hiper-parámetros en el rendimiento de autoencoders para la deteccion de ataques en red

Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad …, 2023

A Deep Learning-Based Approach for Mimicking Network Topologies: The Neris Botnet as a Case of Study

Computational Intelligence in Security for Information Systems Conference …, 2022

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

Journal of Information Security and Applications 68, 103229, 2022

Improving the reliability of network intrusion detection systems through dataset integration

IEEE Transactions on Emerging Topics in Computing 10 (4), 1717-1732, 2022

Generación sintética de topologías de red con DeepLearning: la botnet Neris como caso de estudio

Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º …, 2022

Assessing the impact of batch-based data aggregation techniques for feature engineering on machine learning-based network IDSs

Computational Intelligence in Security for Information Systems Conference …, 2021

Unveiling the I2P web structure: a connectivity analysis

Computer Networks 194, 108158, 2021

Advances on Security in Ad Hoc Networks: A preliminary analysis

2021 16th Iberian Conference on Information Systems and Technologies (CISTI …, 2021

Preserving authentication and availability security services through multivariate statistical network monitoring

Journal of Information Security and Applications 58, 102785, 2021

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 16 (5), 1550147720921309, 2020

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

Applied Sciences 10 (5), 1775, 2020

A distributed digital object architecture to support secure IoT ecosystems

Optimization and Learning: Third International Conference, OLA 2020, Cádiz …, 2020

MSNM-Sensor: An Applied Network Monitoring Tool for Anomaly Detection in Complex Networks and Systems

arXiv preprint arXiv:1907.13612, 2019

MSNM-S: Multivariate Statistical Network Monitoring-Sensor-Github

Online, 2019

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 …, 2019

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 …, 2019

MSNM-S: An Applied Network Monitoring Tool for Anomaly Detection in Complex Networks and Systems.

CoRR, 2019

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

Computers & Security 73, 411-424, 2018

UGR’16: Un nuevo conjunto de datos para la evaluacion de IDS de red

XIII Jornadas de Ingeniería telemática (JITEL 2017). Libro de actas, 71-78, 2018

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 …, 2018

On the Way of Protecting MANETs Against Security Threats: A Proactive Approach

Advances in Practical Applications of Agents, Multi-Agent Systems, and …, 2018

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

2017 IEEE Symposium on Visualization for Cyber Security (VizSec), 1-8, 2017

A Dynamical Relay node placement solution for MANETs

Computer Communications 114, 36-50, 2017

Networkmetrics: multivariate big data analysis in the context of the internet

Journal of Chemometrics 30 (9), 488-505, 2016

Optimal relay placement in multi-hop wireless networks

Ad Hoc Networks 46, 23-36, 2016

Supervivencia en redes ad hoc. Mecanismos de tolerancia y reacción frente amenazas de seguridad

Universidad de Granada, 2016

DRNS: Dynamical relay node placement solution

Advances in Practical Applications of Scalable Multi-Agent Systems. The …, 2016

A model of data forwarding in MANETs for lightweight detection of malicious packet dropping

Computer Networks 87, 44-58, 2015

Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks

International Journal of Distributed Sensor Networks 2015, 20, 2015

Research Article Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks

Security for Multihop Wireless Networks

Crc Press, 2014

Defenses against Packet-Dropping Attacks in Wireless Multihop Ad Hoc Networks

Security for Multihop Wireless Networks 377, 2014

Protocolo para la Notificacion y Alerta de Eventos de Seguridad en Redes Ad-hoc

Universidad de Alicante, 2014

A multiagent self-healing system against security incidents in MANETs

Highlights of Practical Applications of Heterogeneous Multi-Agent Systems …, 2014

Tampered Data Recovery in WSNs through Dynamic PCA and Variable Routing Strategies.

J. Commun. 8 (11), 738-750, 2013

NETA: Evaluating the effects of NETwork Attacks. MANETs as a case study

Advances in Security of Information and Communication Networks (SecNet 2013), 2013

A Security Response Approach Based on the Deployment of Mobile Agents: A Practical Vision

Advances on Practical Applications of Agents and Multi-Agent Systems 7879 …, 2013

A Security Response Approach Based on the Deployment of Mobile Agents

Advances on Practical Applications of Agents and Multi-Agent Systems 7787 …, 2013

A security response approach based on the deployment of mobile agents: limitations and improvements

XI Jornadas de Ingeniería Telemática (JITEL 2013): Libro de ponencias, 445-452, 2013

NETA: un Framework para simular y evaluar ataques en redes heterogéneas: MANETs como caso de estudio

XI Jornadas de Ingeniería Telemática (JITEL 2013): Libro de ponencias, 487-494, 2013

Supervivencia en redes de sensores mediante técnicas multivariantes

12th Reunión Española sobre Criptología y Seguridad de la Información (RECSI …, 2012

Presentaciones aparentemente arbitrarias de algunos contenidos comunes en libros de texto de Física y Química

REEC: Revista electrónica de enseñanza de las ciencias 3 (1), 6, 2004