• Intrusion detection and protection
• Data processing and networkmetrics

Roberto Magán Carrión is a Ph.D.  at the Department of Signal Theory, Telematics and Communications of the University of Granada (Spain). He received his MSc degree in Telecommunications from the University of Málaga in 2008.

His research interests are focused on security in communication networks, specifically on anomaly detection and response/tolerance solutions once an attack is taking place. Both research lines are part of a more ambitious goal: to achieve resilient, reliable and survivable systems against security threats.

• Magán-Carrión, R., Abellán-Galera, A., Maciá-Fernández, G. & García-Teodoro, P. (2021). Unveiling the I2P web structure: a connectivity analysis. arXiv:2101.03212 [cs], . [More] 
• Soufiane, S., Magán-Carrión, R., Medina-Bulo, I. & Bouden, H. (2021). Preserving authentication and availability security services through Multivariate Statistical Network Monitoring. Journal of Information Security and Applications, 58, 102785. [More] 
• Magán-Carrión, R., Camacho, J., Maciá-Fernández, G. & Ruiz-Zafra, A. (2020). MSNM-Sensor: An Effective Tool for Real-Time Monitoring and Anomaly Detection in Complex Networks and Systems. International Journal of Distributed Sensor Networks, . [More] 
• Ruiz-Zafra, A. & Magán-Carrión, R (2020). A Distributed Digital Object Architecture to Support Secure IoT Ecosystems. In Dorronsoro, Bernabé, Ruiz, Patricia, Torre, ., Carlos, J. et al (editors), Optimization and Learning, pages 195-205. Cham : Springer International Publishing. [More] 
• Magán-Carrión, R., Urda, D., Díaz-Cano, I. & Dorronsoro, B. (2020). Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches. Applied Sciences, 10(5). [More] 
• Maciá-Fernández, G., Camacho, J., Magán-Carrión, R., García-Teodoro, P. & Therón Sánchez, R. (2018). Ugr'16: a new dataset for the evaluation of cyclostationarity-based network IDSs. Computer & Security, 73, 411-424. [More] 
• Magán-Carrión, R. & Dorronsoro, B (2018). On the Way of Protecting MANETs Against Security Threats: A Proactive Approach. In Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection. [More] 
• Maciá-Fernández, G., Camacho, J., Magán-Carrión, R., Fuentes-García, N. M., García-Teodoro, P. & Therón Sánchez, R. (2018). Un resumen de: UGR’16: Un nuevo conjunto de datos para la evaluación de IDS de red basados en cicloestacionariedad, IV Jornadas Nacionales de Investigación en Ciberseguridad, JNIC 2018. [More] 
• Magán-Carrión, R., Camacho, J., García-Teodoro, P., Flushing, E. F. & Caro, G. A. (2017). A Dynamical Relay node placement solution for MANETs. Computer Communications, 114, 36-50. [More] 
• Therón Sánchez, R., Magán-Carrión, R., Camacho, J. & Maciá-Fernández, G. (2017). Network-wide intrusion detection supported by multivariate analysis and interactive visualization, Phoenix, AZ, USA, IEEE, VizSec 2017. [More] 
• Magán-Carrión, R., Camacho, J., Maciá-Fernández, G. & Fuentes-García, N. M (2017). Esquema Jerárquico de Monitorización y Detección de Anomalías en Red: Aplicación Práctica. In III Jornadas Nacionales de Investigación en Ciberseguridad (JNIC). [More] 
• Magán-Carrión, R., Rodríguez-Gómez, R. A., Camacho, J. & García-Teodoro, P. (2016). Optimal Relay Placement in Multi-Hop Wireless Networks. Ad Hoc Networks (Elsevier), 46, 23-36. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P (2016). Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks. In (Extended summary) Submitted to II Jornadas Nacionales de Investigación en Ciberseguridad (JNIC2016), pages 2. [More] 
• Magán-Carrión, R., Camacho, J., García-Teodoro, P., Feo Flushing, E. & Di Caro, G. A (2016). DRNS: Dynamical Relay Node placement Solution.. In Accepted in 14th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS). [More] 
• Camacho, J., Magán-Carrión, R., García-Teodoro, P. & Treinen, J. J. (2016). Networkmetrics: Multivariate Big Data Analysis in the Context of the Internet. Submitted to Journal of Chemometrics (Wiley), , 45. [More] 
• Camacho, J., Therón Sánchez, R. & Magán-Carrión, R (2016). Exploratory Analysis on Big Data using the MEDA Toolbox: Present and Future. In Mini Artic Workshop, Groningen, The Netherlands. [More] 
• Magán-Carrión, R., García-Teodoro, P. & Camacho, J. (2016). Supervivencia en redes ad hoc. Mecanismos de tolerancia y reacción frente amenazas de seguridad.. Phd Thesis, Calle Periodista Rafael Gómez Montero, número 2 · E-18071 GRANADA (Spain). [More] 
• Casado, L. S., Maciá-Fernández, G., García-Teodoro, P. & Magán-Carrión, R. (2015). A Model of Data Forwarding in MANETs for Lightweight Detection of Malicious Packet Dropping. Computer Networks (Elsevier), 87, 44-58. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P. (2015). Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks. International Journal of Distributed Sensor Networks, 2015, 1-20. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P (2014). A Multiagent Self-healing System against Security Incidents in MANETs. In Workshop on Active Security through Multi-Agent Systems (WASMAS), 12th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2014), pages 321-332. Springer International Publishing. [More] 
• Casado, L. S., Magán-Carrión, R., García-Teodoro, P. & Verdejo, J. E (2014). Defenses Against Packet Dropping Attacks in Wireless Multihop Ad Hoc Networks, pages 377-400. CRC press. [More] 
• Magán-Carrión, R., Pulido, F. P., Camacho, J. & García-Teodoro, P. (2013). Tampered Data Recovery in WSNs through Dynamic PCA and Variable Routing Strategies. ICCNS - Journal of Communications, 8(11), 738-750. [More] 
• Casado, L. S., Rodríguez-Gómez, R. A., Magán-Carrión, R. & Maciá-Fernández, G (2013). NETA: un Framework para Simular y Evaluar Ataques en Redes Heterogéneas. MANETs como Caso de Estudio. In XI Jornadas de Ingeniería Telemática (JITEL 2013), pages 487-492. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P (2013). A Security Response Approach Based on the Deployment of Mobile Agents: Limitations and Improvements. In XI Jornadas de Ingeniería Telemática (JITEL 2013), pages 445-452. [More] 
• Casado, L. S., Rodríguez-Gómez, R. A., Magán-Carrión, R. & Maciá-Fernández, G (2013). NETA: Evaluating the effects of NETwork Attacks. MANETs as a case study. In Advances in Security of Information and Communication Networks, (SecNet 2013), pages 1-10. Springer Berlin Heidelberg. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P (2013). A Security Response Approach based on the Deployment of Mobile Agents: A Practical Vision. In 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2013), pages 308-311. Springer Berlin Heidelberg. [More] 
• Magán-Carrión, R., Camacho, J. & García-Teodoro, P (2013). A Security Response Approach based on the Deployment of Mobile Agents. In 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2013), pages 182-191. Springer Berlin Heidelberg. [More] 
• Magán-Carrión, R., García-Teodoro, P. & Camacho, J (2012). Supervivencia en redes de sensores mediante técnicas multivariantes. In 12th Reunión Española sobre Criptología y Seguridad de la Información (RECSI 2012), pages 315-320. [More] 

• VERITAS: Smart Visualization of Network Events for Security Treatment and Analysis
• Security Audit for Grupo Trevenque
• SuMA: Survivability of MANET networks under security incidents
• TELEREHAB: Effective Home-based Tele-rehabilitation: research and development of systems, techniques, methods and mechanisms