Roberto Magán-Carrión

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Anomaly Detection

Data Aggregation

Network Monitoring

Multivariate Statistical

Top Venues

Comput. Networks

Publications

Joaquín Gaspar Medina-Arco, Roberto Magán-Carrión, Rafael Alejandro Rodríguez-Gómez, Pedro García-Teodoro
Methodology for the Detection of Contaminated Training Datasets for Machine Learning-Based Network Intrusion-Detection Systems. Sensors 24 (2) (2024)
Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
Evaluating the Impact of Different Feature as a Counter Data Aggregation approaches on the Performance of NIDSs and Their Selected Features. Log. J. IGPL 32 (2) (2024)
Joaquín Gaspar Medina-Arco, Roberto Magán-Carrión, Rafael A. Rodríguez-Gómez
Exploring Hidden Anomalies in UGR'16 Network Dataset with Kitsune. FQAS (2023)
Roberto Magán-Carrión, Marta Fuentes-García, Celia Fernández, Patricia Maldonado-Mancilla
SIMAGRO: A Prototype for Network Anomaly Detection in Agrifood IoT Environments. WF-IoT (2023)
Francisco Álvarez-Terribas, Roberto Magán-Carrión, Gabriel Maciá-Fernández, Antonio M. Mora García
A Deep Learning-Based Approach for Mimicking Network Topologies: The Neris Botnet as a Case of Study. CISIS-ICEUTE (2022)
Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration. IEEE Trans. Emerg. Top. Comput. 10 (4) (2022)
Emilio Figueras-Martín, Roberto Magán-Carrión, Juan Boubeta-Puig
Drawing the web structure and content analysis beyond the Tor darknet: Freenet as a case of study. J. Inf. Secur. Appl. 68 (2022)
Roberto Magán-Carrión, Alberto Abellán-Galera, Gabriel Maciá-Fernández, Pedro García-Teodoro
Unveiling the I2P web structure: a connectivity analysis. CoRR (2021)
Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration. CoRR (2021)
Soufiane Sail, Roberto Magán-Carrión, Inmaculada Medina-Bulo, Halima Bouden
Preserving authentication and availability security services through Multivariate Statistical Network Monitoring. J. Inf. Secur. Appl. 58 (2021)
Roberto Magán-Carrión, Daniel Urda, Ignacio Díaz-Cano, Bernabé Dorronsoro
Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs. CISIS-ICEUTE (2021)
Roberto Magán-Carrión, Alberto Abellán-Galera, Gabriel Maciá-Fernández, Pedro García-Teodoro
Unveiling the I2P web structure: A connectivity analysis. Comput. Networks 194 (2021)
Roberto Magán-Carrión, José Camacho, Gabriel Maciá-Fernández, Ángel Ruíz-Zafra
Multivariate Statistical Network Monitoring-Sensor: An effective tool for real-time monitoring and anomaly detection in complex networks and systems. Int. J. Distributed Sens. Networks 16 (5) (2020)
Ángel Ruiz-Zafra, Roberto Magán-Carrión
A Distributed Digital Object Architecture to Support Secure IoT Ecosystems. OLA (2020)
Roberto Magán-Carrión, José Camacho, Ángel Ruíz-Zafra
MSNM-S: An Applied Network Monitoring Tool for Anomaly Detection in Complex Networks and Systems. CoRR (2019)
Roberto Magán-Carrión, Bernabé Dorronsoro
On the Way of Protecting MANETs Against Security Threats: A Proactive Approach. PAAMS (2018)
Gabriel Maciá-Fernández, José Camacho, Roberto Magán-Carrión, Pedro García-Teodoro, Roberto Therón
UGR'16: A new dataset for the evaluation of cyclostationarity-based network IDSs. Comput. Secur. 73 (2018)
Roberto Therón, Roberto Magán-Carrión, José Camacho, Gabriel Maciá-Fernández
Network-wide intrusion detection supported by multivariate analysis and interactive visualization. VizSEC (2017)
Roberto Magán-Carrión, José Camacho, Pedro García-Teodoro, Eduardo Feo Flushing, Gianni A. Di Caro
A Dynamical Relay node placement solution for MANETs. Comput. Commun. 114 (2017)
Roberto Magán-Carrión, José Camacho, Pedro García-Teodoro, Eduardo Feo Flushing, Gianni A. Di Caro
DRNS: Dynamical Relay Node Placement Solution. PAAMS (2016)
Roberto Magán-Carrión, Rafael A. Rodríguez-Gómez, José Camacho, Pedro García-Teodoro
Optimal relay placement in multi-hop wireless networks. Ad Hoc Networks 46 (2016)
Roberto Magán-Carrión, José Camacho-Páez, Pedro García-Teodoro
Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 11 (2015)
Leovigildo Sánchez-Casado, Gabriel Maciá-Fernández, Pedro García-Teodoro, Roberto Magán-Carrión
A model of data forwarding in MANETs for lightweight detection of malicious packet dropping. Comput. Networks 87 (2015)
Roberto Magán-Carrión, José Camacho-Páez, Pedro García-Teodoro
A Multiagent Self-healing System against Security Incidents in MANETs. PAAMS (Workshops) (2014)
Roberto Magán-Carrión, Fernando Pulido-Pulido, José Camacho, Pedro García-Teodoro
Tampered Data Recovery in WSNs through Dynamic PCA and Variable Routing Strategies. J. Commun. 8 (11) (2013)
Roberto Magán-Carrión, José Camacho-Páez, Pedro Garcia-Teodoro
A Security Response Approach Based on the Deployment of Mobile Agents. PAAMS (2013)
Leovigildo Sánchez-Casado, Rafael Alejandro Rodríguez-Gómez, Roberto Magán-Carrión, Gabriel Maciá-Fernández
NETA: Evaluating the Effects of NETwork Attacks. MANETs as a Case Study. SecNet (2013)
Roberto Magán-Carrión, José Camacho-Páez, Pedro Garcia-Teodoro
A Security Response Approach Based on the Deployment of Mobile Agents: A Practical Vision. PAAMS (2013)