DHARMA

Published papers related to the DHARMA project.

Accepted and pending of publication

Pilar Holgado, Víctor A. Villagrá, Luis Vazquez, "Real-time multistep attack prediction based on Hidden Markov Models," in IEEE Transactions on Dependable and Secure Computing, In Press. [ doi | abstract ]
Pantaleone Nespoli, Dimitrios Papamartzivanos, Félix Gómez Mármol, Georgios Kambourakis, "Optimal countermeasures selection against cyber attacks: A comprehensive survey on reaction frameworks," in IEEE Communications Surveys & Tutorials, In Press. [ doi | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Sustainable securing of Medical Cyber-Physical Systems for the healthcare of the future," in Sustainable Computing: Informatics and Systems, In Press. [ doi | abstract ]
Mehran Alidoost Nia, Antonio Ruiz-Martínez, "Systematic literature review on the state of the art and future research work in anonymous communications systems," in Computers & Electrical Engineering, In Press. [ doi | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Policy-based management for green mobile networks through Software-Defined Networking," in Mobile Networks and Applications, In Press. [ doi | abstract ]

2018

Lorenzo Fernández Maimó, Ángel Luis Perales Gómez, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez, "A self-adaptive deep learning-based system for anomaly detection in 5G networks," in IEEE Access, Special Issue on Cyber-Physical-Social Computing and Networking, vol. 6, pp. 7700-7712, February 2018. [ doi | abstract ]
Dimitrios Papamartzivanos, Félix Gómez Mármol, Georgios Kambourakis, "Dendron: Genetic trees driven rule induction for network intrusion detection systems," in Future Generation Computer Systems, vol. 79, Part 2, pp. 558-574, February 2018. [ doi | abstract ]

2017

Manuel Alvarez-Campana, Gregorio López, Enrique Vázquez, Víctor A. Villagrá, Julio Berrocal, "Smart CEI Moncloa: An IoT-based platform for people flow and environmental monitoring on a smart University campus," in Sensors, vol. 17, no. 12, Article 2856, December 2017. [ doi | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Preserving patients' privacy in health scenarios through a multicontext-aware system," in Annals of Telecommunications, vol. 72, no. 9-10, pp. 577-587, October 2017. [ doi | abstract ]
Lorenzo Fernández Maimó, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez, "On the performance of a deep learning-based anomaly detection system for 5G networks," in Proceedings of the 3rd IEEE Smart World Congress, pp. 303-310, San Francisco (USA), August 4-8, 2017. [ abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Automatic monitoring management for 5G mobile networks," in Proceedings of the 12th International Conference on Future Networks and Communications, Procedia Computer Science, vol. 110, pp. 328-335, Leuven (Belgium), July 24-26, 2017. [ doi | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "A review of efficient network management to enhance the provision of attacks' network flows," in Proceedings of the III Jornadas Nacionales de Investigación en Ciberseguridad, pp. 210-211, Madrid (Spain), 31 May-2 June 2017. [ pdf | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Enabling highly dynamic mobile scenarios with Software Defined Networking," in IEEE Communications Magazine, Feature Topics Issue on SDN Use Cases for Service Provider Networks, vol. 55, no. 4, pp. 108-113, April 2017. [ doi | abstract ]

2016

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Energy efficient management of mobile networks through Software Defined Networking," in Proceedings of the 3rd EAI International Conference on Green Communications and Networking, pp. 67-74, Valencia (Spain), 27 June 2016. [ abstract ]
Pilar Holgado, Víctor A. Villagrá, "Sistema de detección de fases de ataque basado en modelos ocultos de Markov," in Proceedings of the II Jornadas Nacionales de Investigación en Ciberseguridad, pp. 25-28, Granada (Spain), 15-17 June 2016. [ pdf | abstract ]
Manuel Gil Pérez, Gregorio Martínez Pérez, "Detectando botnets con dos modelos de abstracción: Flujos de tráfico e inspección de paquetes de red," in Proceedings of the II Jornadas Nacionales de Investigación en Ciberseguridad, pp. 33-39, Granada (Spain), 15-17 June 2016. [ pdf | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Preserving the users' information privacy in location-based and context-aware solutions," in Proceedings of the II Jornadas Nacionales de Investigación en Ciberseguridad, pp. 85-86, Granada (Spain), 15-17 June 2016. [ pdf | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "MASTERY: A multicontext-aware system that preserves the users' privacy," in Proceedings of the IEEE/IFIP Network Operations and Management Symposium, pp. 523-528, Istanbul (Turkey), 25-29 April 2016. [ doi | abstract ]
Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez, "Design of a recommender system based on users' behavior and collaborative localization and tracking," in Journal of Computational Science, vol. 12, pp. 83-94, January 2016. [ doi | abstract ]

2015

Santiago Pina Ros, Ángel Pina Canelles, Manuel Gil Pérez, Félix Gómez Mármol, Gregorio Martínez Pérez, "Chasing offensive conduct in social networks: A reputation-based practical approach for Frisber," ACM Transactions on Internet Technology, Special Issue on Trust in Social Networks and Systems, vol. 15, no. 4, Article 15, December 2015. [ doi | abstract ]
Antonio Ruiz-Martínez, "Towards a web payment framework: State-of-the-art and challenges," Electronic Commerce Research and Applications, vol. 14, no. 5, pp. 345-350, September-October 2015. [ doi | abstract ]
Pilar Holgado, Manuel Gil Pérez, Gregorio Martínez Pérez, Víctor A. Villagrá, "Evolving from a static toward a proactive and dynamic risk-based defense strategy," in Proceedings of the I Jornadas Nacionales de Investigación en Ciberseguridad, pp. 129-136, León (Spain), 14-16 September 2015. [ pdf | abstract ]
Mattia Zago, Juan José Andreu Blázquez, Manuel Gil Pérez, Gregorio Martínez Pérez, "Multigraph project: First steps towards the definition of a multiple attack graph model simulator," in Proceedings of the I Jornadas Nacionales de Investigación en Ciberseguridad, pp. 76-77, León (Spain), 14-16 September 2015. [ pdf | abstract ]
Manuel Gil Pérez, Félix Gómez Mármol, Gregorio Martínez Pérez, "Improving attack detection in self-organizing networks: A trust-based approach toward alert satisfaction," in Proceedings of the 4th International Conference on Advances in Computing, Communications & Informatics, pp. 1945-1951, Kerala (India), 10-13 August 2015. [ doi | abstract ]