Alberto Huertas Celdrán

Departamento de Ingenieria de la Informacion y las Comunicaciones (DIIC)

University of Murcia, Spain

Office: 1.02 (first floor, Computer Science Faculty)

Email: alberto.huertas@um.es

Telephone: (+34) 868 88 46 44

Facultad de Informática

Campus de Espinardo, s/n

30100 Murcia, Spain

Alberto Huertas Celdrán, Pedro M. Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "CyberSpec: Intelligent Behavioral Fingerprinting to Detect Attacks on Crowdsensing Spectrum Sensors," IEEE Transactions on Dependable and Secure Computing, In press. (2022 JCR IF: 7.3, Q1).

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian L. B. Item, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors," IEEE Transactions on Dependable and Secure Computing, In press. (2022 JCR IF: 7.3, Q1).

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, José R. Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez, "Robust Federated Learning for execution time-based device model identification under label-flipping attack," Cluster Computing, In press. (2022 JCR IF: 4.4, Q1).

Enrique T. Martínez Beltrán, Angel L. Perales Gómez, Chao Feng, Pedro M. Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán "Fedstellar: A Platform for Decentralized Federated Learning," Expert Systems with Applications, vol. 242, pp. 122861, May 2024. (2022 JCR IF: 8.665], Q1).

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "FederatedTrust: A solution for trustworthy federated learning," Future Generation Computer Systems, vol. 152, pp. 83-98, March 2024. (2022 JCR IF: 7.307, Q1).

Pedro M. Sánchez Sánchez,Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez, "Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification," Future Generation Computer Systems, vol. 152, pp. 30-42, March 2024. (2022 JCR IF: 7.307, Q1).

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez, "Single-board Device Individual Authentication based on Hardware Performance and Autoencoder Transformer Models," Computers & Security, vol. 137, pp. 103596, February 2024. (2022 JCR IF: 5.6, Q2).

Alberto Huertas Celdrán, Pedro M. Sánchez Sánchez, Jan von der Assen, Dennis Shushack, Ángel L. Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Behavioral fingerprinting to detect ransomware in resource-constrained devices," Computers & Security, vol. 135, December 2023. (2022 JCR IF: 5.6, Q2).

Angel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, "VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios," Journal of Information Security and Applications, vol. 79, December 2023. (2022 JCR IF: 4.96, Q2).

José M. Jorquera Valero, Pedro M. Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez, "Trust-as-a-Service: A reputation-enabled trust framework for 5G network resource provisioning," Computer Communications, vol. 211, pp. 229-238, November 2023. (2022 JCR IF: 5.047, Q1).

Juan M. Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marin-Blazquez, "CGAPP: A continuous group authentication privacy-preserving platform for industrial scene," Journal of Information Security and Applications vol. 78. 103622, November 2023. (2022 JCR IF: 4.96, Q2).

Enrique T. Martínez Beltrán, Mario Quiles Pérez, Pedro M. Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán "Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges," IEEE Communications Surveys & Tutorials, vol. 35, no. 4, pp. 2983 - 3013, September 2023. (2022 2022 JCR IF: 36.5, Q1).

Pedro M. Sánchez Sánchez, José M. Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, "LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers," Internet of Things, vol. 22, pp. 100764, July 2023. (2022 JCR IF: 5.9, Q1).

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "SpecForce: A Framework to Secure IoT Spectrum Sensors in the Internet of Battlefield Things," IEEE Communications Magazine, vol. 61, no. 5, pp. 174-180, May 2023. (2022 JCR IF: 11.2, Q1).

Alberto Huertas Celdrán, Pedro M. Sánchez Sánchez, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Privacy-preserving and Syscall-based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks," IEEE Internet of Things Journal, vol. 10, no. 10, pp. 8408-8415, May 2023. (2022 JCR IF: 10.6, Q1).

Ángel L. Perales Gómeza, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, "An interpretable semi-supervised system for detecting cyberattacks using anomaly detection in industrial scenarios," IET Information Security, May 2023. (2022 JCR IF: 1.4, Q3).

Alberto Huertas Celdrán, Pedro M. Sánchez Sánchez, Miguel Azorín Castillo, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Intelligent and behavioral-based detection of malware in IoT spectrum sensors," International Journal of Information Security, vol. 22, pp. 541-561, April 2023. (2022 JCR IF: 3.2, Q2).

Pedro M. Sánchez Sánchez, José M. Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, "A methodology to identify identical single-board computers based on hardware behavior fingerprinting," Journal of Network and Computer Applications, vol. 212, pp. 103579, March 2023. (2022 JCR IF: 8.7, Q1).

Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, "Eight Reasons to Prioritize Brain-Computer Interface Cybersecurity," Communications of the ACM, vol. 66, no. 4, pp. 68-78, March 2023. (2022 JCR IF: 22.7, Q1).

Mario Quiles Pérez, Enrique T. Martínez Beltrán, Sergio López Bernal, Gregorio Martínez Pérez, and Alberto Huertas Celdrán, "Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces," Neural Computing and Applications, vol. 35, pp. 8883-8901, February 2023. (2022 JCR IF: 6.0, Q2).

José M. Jorquera Valero, Pedro M. Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez, "Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State-of-the-Art, Trends & Challenges," ACM Computing Surveys, vol. 55, no. 11, pp. 1-36, Feburary 2023. (2022 JCR IF: 16.6, Q1).

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, "SUSAN: A Deep Learning based anomaly detection framework for sustainable industry," Sustainable Computing: Informatics and Systems, vol. 37, pp. 100842, January 2023. (2022 JCR IF: 4.5, Q1).

Juan M. Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marin-Blazquez, "A supervised ML Biometric Continuous Authentication System for Industry 4.0," IEEE Transactions on Industrial Informatics, vol. 18. no. 12, December 2022. (JCR IF: 12.3, Q1).

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Félix J. García Clemente, Javier A. Maroto Morales, Alberto Huertas Celdrán, Gérôme Bovet, "A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios," IEEE Access, vol. 10, pp. 124582-124595, December 2022. (JCR IF: 3.9, Q2).

Enrique T. Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Péreza, Alberto Huertas Celdrán, "SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers’ distractions," Expert Systems with Applications, vol. 203, pp. 117402, October 2022. (JCR IF: 8.5, Q1).

José M. Jorquera Valero, Pedro M. Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "Toward Pre-Standardization of Reputation-Based Trust Models Beyond 5G," Computer Standards & Interfaces, vol. 81, pp. 103596, April 2022. (JCR IF: 5.0, Q1).

Valerian Rey, Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, and Gérôme Bovet, "Federated learning for malware detection in IoT devices," Computer Networks, vol. 204, pp. 108693, February 2022. (JCR IF: 5.6, Q1).

Enrique T. Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "Noise-based cyberattacks generating fake P300 waves in brain–computer interfaces," Cluster Computing, vol. 25, pp. 33-48, February 2022. (JCR IF: 4.4, Q1).

Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Michael T. Barros, and Sasitharan Balasubramaniam, "Security in Brain-Computer Interfaces: State-of-the-art, opportunities, and future challenges," ACM Computing Surveys, vol. 54, no. 1, January 2022. (JCR IF: 14.324, Q1).

Sergio López Bernal, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "Neuronal Jamming Cyberattack Over Invasive BCI Affecting the Resolution of Tasks Requiring Visual Capabilities," Computers & Security, vol. 112, pp. 102534, January 2022. (JCR IF: 5.6, Q2).

Jose M. Jorquera Valero, Pedro M. Sanchez Sanchez, Alexios Lekidis, Javier Fernandez Hidalgo, Manuel Gil Perez, Muhammad Shuaib Siddiqui, Alberto Huertas Celdran, and Gregorio Martinez Perez, "Design of a security and trust framework for 5G multi-domain scenarios," Journal of Network and Systems Management, vol. 30, no. 7, January 2022. (JCR IF: 3.6, Q3).

Sergio López Bernal, Daniel Martins, and Alberto Huertas Celdrán, "Towards the mitigation of distributed denial-of-service cyberbioattacks in bacteria-based biosensing systems," Digital Signal Processing, vol. 118, pp. 103241, November 2021. (JCR IF: 2.920, Q2).

Alberto Huertas Celdrán, Kallol Krishna Karmakar, Félix Gómez Mármol, and Vijay Varadharajan, "Detecting and mitigating cyberattacks using software defined networks for integrated clinical environments," Peer-to-Peer Networking and Applications, vol, 14, no. 5, pp. 2719-2734, September 2021. (JCR IF: 3.4887, Q2).

Mario Quiles Pérez, Enrique T. Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán, and Gregorio Martínez Pérez "Breaching Subjects' Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces," Journal of Healthcare Engineering, vol. 2021, pp. 5517637, August 2021. (JCR IF: 3.822, Q2).

Juan M. Espín López, Alberto Huertas Celdrán, Javier G. Marín-Blázquez, Francisco Esquembre, and Gregorio Martínez Pérez, "S3: An AI-Enabled User Continuous Authentication for Smartphones Based on Sensors, Statistics and Speaker Information," Sensors, vol. 21, no. 11, May 2021. (JCR IF: 3.847, Q2).

Pedro M. Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning," Computers & Security, vol. 103, pp. 102168, April 2021. (JCR IF: 5.105, Q2).

Manuel Gil Pérez, Alberto Huertas Celdrán, Pietro G. Giardina, Giacomo Bernini, Simone Pizzimenti, Félix J. García Clemente, Gregorio Martínez Pérez, Giovanni Festa, and Fabio Paglianti, "Mitigation of Cyber Threats: Protection Mechanisms in Federated SDN/NFV Infrastructures for 5G within FIRE+," Concurrency and Computation: Practice and Experience, Special Issue on Cloud-Edge Computing and Communications, vol. 33, no. 7, April 2021. (JCR IF: 1.831, Q3).

Pedro M. Sánchez Sánchez, José M. Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, and Gregorio Martínez Pérez, "A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets," IEEE Communications Surveys & Tutorials, vol. 23, no. 2, pp. 1048-1077, March 2021. (JCR IF: 33.840, Q1).

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, and Gregorio Martínez Pérez, "SafeMan: A Unified Framework to Manage Cybersecurity and Safety in Manufacturing Industry," Software: Practice and Experience, vol. 51, no. 3, pp. 607-627, March 2021. (JCR IF: 3.200, Q2).

Sergio López Bernal, Javier Martínez Valverde, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "SENIOR: An Intelligent Web-based Ecosystem to Predict High Blood Pressure Adverse Events Using Biomarkers and Environmental Data," Applied Sciences, vol. 11, no. 6, pp. 2506, March 2021. (JCR IF: 2.838, Q2).

Javier Pastor Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez Valiente, Gregorio Martínez Pérez, and Félix Gómez Marmol, "Spotting political social bots in Twitter: A use case of the 2019 Spanish general election," IEEE Transactions on Network and Service Management, vol. 17, no. 4, pp. 2156-2170, December 2020. (JCR IF: 4.195, Q2).

Alberto Huertas Celdrán, Manuel Gil Pérez, Izidor Mlakar, Jose M. Alcaraz Calero, Félix J. García Clemente, Gregorio Martínez Pérez, and Zakirul A. Bhuiyan, "PROTECTOR: Towards the protection of sensitive data in Europe and the US," Computer Networks, vol. 189, pp. 107448, November 2020. (JCR IF: 4.474, Q1).

Javier Pastor Galindo, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez Valiente, Gregorio Martínez Pérez, and Félix Gómez Mármol, "Twitter social bots: the 2019 Spanish general election data," Data in Brief, vol. 32, pp. 106047, October 2020. (SJR IF: 0.12).

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, and Félix J. García Clemente, "MADICS: A Methodology for Anomaly Detection in Industrial Control Systems," Symmetry, vol. 12, pp. 11583, September 2020. (JCR IF: 2.713, Q2).

Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, and Gregorio Martínez Pérez, "Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling," IEEE Access, vol. 8, pp. 152204-152222, August 2020. (JCR IF: 3.367, Q1).

Pedro M. Sánchez Sánchez, José M. Jorquera Valero, Mattia Zago, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Eduardo López Bernal, Sergio López Bernal, Javier Martínez Valverde, Pantaleone Nespoli, Javier Pastor Galindo, Ángel L. Perales Gómez, Manuel Gil Pérez, and Gregorio Martínez Pérez, "BEHACOM - A Dataset Modelling Users' Behaviour in Computers," Data in Brief, vol. 31, pp. 105767, August 2020. (SJR IF: 0.12).

Alberto Huertas Celdrán, José A. Ruipérez Valiente, Félix J. García Clemente, Maria J. Rodríguez-Triana, Shashi Kant Shankar, and Gregorio Martínez Pérez, "A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms," Sensors, Special Issue on Teaching and Learning Advances on Sensors for IoT, vol. 20, no. 10, pp. 2923, May 2020. (JCR IF: 3.576, Q1).

Alberto Huertas Celdrán, Félix J. García Clemente, Jaboco Saenz, Luis De La Torre, Christophe Salzmann, and Denis Gillet, "Self-Organized Laboratories for Smart Campus," IEEE Transactions on Learning Technologies, vol. 13, no. 2, pp. 404-416, April-June 2020. (JCR IF: 3.720, Q2).

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Cristian Cadenas Sarmiento, Carlos J. Del Canto Masa, and Rubén Méndez Nista, "On the Generation of Anomaly Detection Datasets in Industrial Control Systems," IEEE Access, vol. 7, pp. 177460-177473, December 2019. (JCR IF: 3.745, Q1).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Towards the autonomous provision of self-protection capabilities in 5G networks," Journal of Ambient Intelligence and Humanized Computing, vol. 10, no. 12, pp. 4707-4720, December 2019. (JCR IF: 4.594, Q1).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Fabrizio Ippoliti, and Gregorio Martínez Pérez, "Dynamic Network Slicing Management of Multimedia Scenarios for Future Remote Healthcare," Multimedia Tools and Applications, Special Issue on Multimedia Systems in Fog and Mobile Edge Computing, vol. 78, no. 17, pp. 24707–24737, September 2019. (JCR IF: 2.313, Q2).

Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Dynamic Management of a Deep Learning-Based Anomaly Detection System for 5G Networks," Journal of Ambient Intelligence and Humanized Computing, Special Issue on Deep Learning Models for Human Centered Computing in Fog and Mobile Edge Networks, vol. 10, no. 8, pp. 3083-3097, August 2019. (JCR IF: 4.594, Q1).

Pantaleone Nespoli, Mattia Zago, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix Gómez Mármol, and Félix J. García Clemente, "PALOT: Profiling and Authenticating Users Leveraging Internet of Things," Sensors, Special Issue on Sensor Systems for Internet of Things, vol. 19, no. 12, pp. 2832, June 2019. (JCR IF: 3.275, Q1).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Policy-based management for green mobile networks through Software-Defined Networking," Mobile Networks and Applications, vol. 24, no. 2, pp. 657-666, April 2019. (JCR IF: 2.602, Q2).

Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Ángel L. Perales Gómez, Félix J. García Clemente, James Weimer, and Insup Lee, "Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments," Sensors, vol. 19, no. 5, pp. 1114, March 2019. (JCR IF: 3.275, Q1).

José M. Jorquera Valero, Pedro M. Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Marcos Arjona Fernández, Sergio De Los Santos Vílchez, and Gregorio Martínez Pérez, "Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System," Sensors, vol. 18, no. 11, pp. 3769, November 2018. (JCR IF: 3.031, Q1).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Sustainable securing of Medical Cyber-Physical Systems for the healthcare of the future," Sustainable Computing: Informatics and Systems, vol.19, pp. 138-146, September 2018. (JCR IF: 1.800, Q3).

Manuel Gil Pérez, Alberto Huertas Celdrán, Fabrizio Ippoliti, Pietro G. Giardina, Giacomo Bernini, Ricardo Marco Alaez, Enrique Chirivella-Perez, Félix J. García Clemente, Gregorio Martínez Pérez, Elian Kraja, Gino Carrozzo, Jose Alcaraz Calero, and Qi Wang, "Dynamic reconfiguration in 5G mobile networks to proactively detect and mitigate botnets," IEEE Internet Computing, Special Issue on 5G, vol. 21, no. 5, pp. 28-36, September/October 2017. (JCR IF: 1.929, Q1).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Preserving patients' privacy in health scenarios through a multicontext-aware system," Annals of Telecommunications, vol. 72, no. 9-10, pp. 577-587, October 2017. (JCR IF: 1.168, Q4).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Enabling highly dynamic mobile scenarios with Software Defined Networking," IEEE Communications Magazine, Feature Topics Issue on SDN Use Cases for Service Provider Networks, vol. 55, no. 4, pp. 108-113, April 2017. (JCR IF: 9.270, Q1).

Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, and Gregorio Martínez Pérez, "SeCoMan: A semantic-aware policy framework for developing privacy-preserving and context-aware smart applications," IEEE Systems Journal, Special Issue on Intelligent Internet of Things, vol. 10, no. 3, pp. 1111-1124, September 2016. (JCR IF: 3.882, Q1).

Alberto Huertas Celdrán, Ginés Dólera Tormo, Félix Gómez Mármol, Manuel Gil Pérez, and Gregorio Martínez Pérez, "Resolving privacy-preserving relationships over outsourced encrypted data storages," International Journal of Information Security, vol. 15, no. 2, pp. 195-209, April 2016. (JCR IF: 1.915, Q2).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Design of a recommender system based on users' behavior and collaborative localization and tracking," Journal of Computational Science, vol. 12, pp. 83-94, January 2016. (JCR IF: 1.748, Q2).

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "PRECISE: Privacy-aware recommender based on context information for Cloud service environments," IEEE Communications Magazine, Feature Topics Issue on Context-Aware Networking and Communications, vol. 52, no. 8, pp. 90-96, August 2014. (JCR IF: 4.007, Q1).

Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Figueredo Franco, Pedro M. Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "RITUAL: a Platform Quantifying the Trustworthiness of Supervised Machine Learning," in CNSM 2022 18th International Conference on Network and Service Management, Thessaloniki (Greece), 31–04 Nov 2022.

Alberto Huertas Celdrán, Pedro M. Sanchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Fingerprinting to Detect Data Leakage Attacks on Spectrum Sensors," in ICC 2022: Proceedings of the IEEE International Conference on Communications, Seoul (South Korea), 16–20 May 2022.

Sergio López Bernal, Enrique T. Martínez Beltrán, Mario Quiles Pérez, Rubén Ortega Romero, Alberto Huertas Celdrán, Gregorio Martínez Pérez, "Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography," in ISMICT 2022: Proceedings of the 16th International Symposium on Medical Information and Communication Technology (ISMICT), Virtual Event, 2–4 May 2022.

Alberto Huertas Celdrán, Pedro M. Sánchez Sánchez, Eder J. Scheid, Timucin Besken, Gerome Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors," in NOMS 2022: IEEE/IFIP Network Operations and Management Symposium, Budapest (Hungary), 25-29 April 2022.

Chandra Thapa, Kallol K. Karmakar, Alberto Huertas Celdran, Seyit Camtepe, Vijay Varadharajan, and Surya Nepal, "FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation," in QShine 2021: Proceedings of the 17th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, Virtual Event, 29–30 November 2021.

Pedro M. Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez, and Burkhard Stiller, "Secure Crowdsensing Platforms Through Device Behavior Fingerprinting," in JNIC'21: Proceedings of the VI Jornadas Nacionales de Investigación en Ciberseguridad, Ciudad Real (Spain), 9-10 June 2021.

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, and Félix J. García Clemente, "A Review of MADICS: A Methodology for Anomaly Detection in Industrial Control Systems," in JNIC'21: Proceedings of the VI Jornadas Nacionales de Investigación en Ciberseguridad, Ciudad Real (Spain), 9-10 June 2021.

Sergio López Bernal, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "A Review of Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling," in JNIC'21: Proceedings of the VI Jornadas Nacionales de Investigación en Ciberseguridad, Ciudad Real (Spain), 9-10 June 2021.

Javier Pastor Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez Valiente, Gregorio Martínez Pérez, and Félix Gómez Marmol, "A Review of Spotting political social bots in Twitter: A use case of the 2019 Spanish general election," in JNIC'21: Proceedings of the VI Jornadas Nacionales de Investigación en Ciberseguridad, Ciudad Real (Spain), 9-10 June 2021.

Ángel L. Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, and Frances Cleary, "Crafting Adversarial Samples for Anomaly Detectors in Industrial Control Systems," in EDI40 2021: Proceedings of the 4th International Conference on Emerging Data and Industry 4.0, Warsaw (Poland), 23-26 March 2021.

Sergio López Bernal, Daniel Martins, and Alberto Huertas Celdrán "Distributed Denial of Service Cyberbioattack Affecting Bacteria-based Biosensing Systems," in ECTI-CON 2020: Proceedings of the 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Phuket (Thailand), 24-27 June 2020.

Manuel Gil Pérez, Alberto Huertas, Félix J. García Clemente, and Gregorio Martínez Pérez, "Review and Open Challenges of Public Safety Networks to Manage Emergency Settings in 5G," in ECTI-CON 2020: Proceedings of the 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Phuket (Thailand), 24-27 June 2020.

Pedro Miguél Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez, and Guojun Wang "Securing Smart Offices Through an Intelligent and Multi-device Continuous Authentication System," in iSCI 2019: International Conference on Smart City and Informatization, Guangzhou (China), 12-15 November 2019.

Alberto Huertas Celdrán, Manuel Gil Pérez, Izidor Mlakar, Jose M. Alcaraz Calero, Félix J. García Clemente, and Gregorio Martínez Pérez, "A Management Platform for Citizen’s Data Protection Regulation," in iSCI 2019: International Conference on Smart City and Informatization, Guangzhou (China), 12-15 November 2019.

José María Jorquera Valero, Pedro Miguél Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Marcos Arjona Fernández, and Gregorio Martínez Pérez, "A Review of Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System," in JNIC'19: Proceedings of the V Jornadas Nacionales de Investigación en Ciberseguridad, Cáceres (Spain), 5-7 June 2019.

Sergio López Bernal, Alberto Huertas Celdrán, and Gregorio Martínez Pérez, "Cybersecurity on Brain-Computer Interfaces: attacks and countermeasures," in JNIC'19: Proceedings of the V Jornadas Nacionales de Investigación en Ciberseguridad, Cáceres (Spain), 5-7 June 2019.

Pantaleone Nespoli, Mattia Zago, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix Gómez Mármol, and Félix J. García Clemente, "A Dynamic Continuous Authentication Framework in IoT-Enabled Environments," in IoTSMS'18: Proceedings of the 5th International Conference on Internet of Things: Systems, Management and Security, Valencia (Spain), 15-18 October 2018.

Alberto Huertas Celdrán, Félix J. García Clemente, James Weimer, and Insup Lee, "ICE++: Improving Security, QoS, and High Availability of Medical Cyber-Physical Systems through Mobile Edge Computing," in Healthcom'18> Proceedings of the 20th IEEE International Conference on e-Health Networking, Application & Services, Ostrava (Czech Republic), 17-20 September 2018.

Alberto Huertas Celdrán, "Second best student paper award: Towards Protecting Users’ Sensitive Information in Context-Aware Solutions," in JNIC'18: Proceedings of the IV Jornadas Nacionales de Investigación en Ciberseguridad, Donostia-San Sebastián (Spain), 13-15 June 2018.

Manuel Gil Pérez, Alberto Huertas Celdrán, Félix J. García Clemente, and Gregorio Martínez Pérez, "A Review of Sustainable Securing of Medical Cyber-Physical Systems for Future Healthcare," in JNIC'18: Proceedings of the IV Jornadas Nacionales de Investigación en Ciberseguridad, Donostia-San Sebastián (Spain), 13-15 June 2018.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Fabrizio Ippoliti, and Gregorio Martínez Pérez, "Policy-based network slicing management for future mobile communications," in SDS'18: Proceedings of the 5th IEEE International Conference on Software Defined Systems, Barcelona (Spain), 23-26 April, 2018.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Automatic monitoring management for 5G mobile networks," in FNC'17: Proceedings of the The 12th International Conference on Future Networks and Communications, Leuven (Belgium), July 24-26, 2017.

Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Giacomo Bernini, Pietro G. Giardina, Jose Alcaraz Calero, Qi Wang, Konstantinos Koutsopoulos, and Pedro Neves, "Keeping an eye on botnets in 5G networks: Detection and mitigation by NFV and SDN apps," in EuCNC'17: Proceedings of the 2nd Network Management, Quality of Service and Security for 5G Networks, held at European Conference on Networks and Communications, Oulu (Finland), June 12-15, 2017.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "A review of efficient network management to enhance the provision of attacks' network flows," in JNIC'17: Proceedings of the III Jornadas Nacionales de Investigación en Ciberseguridad, Madrid (Spain), 31 May-2 June 2017.

Manuel Gil Pérez, Alberto Huertas Celdrán, Fabrizio Ippoliti, Mattia Zago, Víctor Manuel Ruiz Sánchez, Alberto Hernández Chillón, Félix J. García Clemente, Lorenzo Fernández Maimó, Diego Sevilla Ruiz, and Gregorio Martínez Pérez, "Despliegue automático de aplicaciones NFV y SDN para detectar y mitigar ciberamenazas en redes 5G," in JNIC'17: Proceedings of the III Jornadas Nacionales de Investigación en Ciberseguridad, Madrid (Spain), 31 May-2 June 2017.

Giacomo Bernini, Pietro G. Giardina, Gino Carrozzo, Alberto Huertas Celdrán, Manuel Gil Pérez, Jose Alcaraz Calero, Qi Wang, Konstantinos Koutsopoulos, and Pedro Neves, "Combined NFV and SDN applications for mitigation of cyber-attacks conducted by botnets in 5G mobile networks," in SOFTNETWORKING'17: Proceedings of the International Symposium on Advances in Software Defined Networking and Network Functions Virtualization, Venice (Italy), 23-27 April 2017.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Energy efficient management of mobile networks through Software Defined Networking," in GreeNets'16: Proceedings of the 3rd EAI International Conference on Green Communications and Networking, pp. 67-74, Valencia (Spain), 27 June 2016.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "Preserving the users' information privacy in location-based and context-aware solutions," in JNIC'16: Proceedings of the II Jornadas Nacionales de Investigación en Ciberseguridad, pp. 85-86, Granada (Spain), 15-17 June 2016.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "MASTERY: A multicontext-aware system that preserves the users' privacy," in NOMS'16: Proceedings of the IEEE/IFIP Network Operations and Management Symposium, pp. 523-528, Istanbul (Turkey), 25-29 April 2016.

Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, and Gregorio Martínez Pérez, "What private information are you disclosing? A privacy-preserving system supervised by yourself," in CSS'14: Proceedings of the 6th International Symposium on Cyberspace Safety and Security, pp. 1221-1228, Paris (France), 20-22 August 2014.

Book Chapters (+)

SELFNET - Framework for Self-Organized Network Management in Virtualized and Software Defined Networks

The SELFNET project designs and implements an autonomic network management framework to achieve self-organizing capabilities in managing network infrastructures by automatically detecting and mitigating a range of common network problems that are currently still being manually addressed by network operators, thereby significantly reducing operational costs and improving user experience.

BotsOnFIRE - Mitigation of Botnets in Federated SDN/NFV Infrastructures for 5G

BotsOnFIRE is intended to demonstrate how an autonomic solution based on a combination of NFV orchestration and SDN applications can be dynamically and automatically adapted in case of cybersecurity threats (e.g. bot agents from a botnet) affecting devices which can move across different domains.

COSMOS: Collaborative, Seamless and Adaptive Sentinels for the Internet of Things

The COSMOS projec intends to develop novel and innovative solutions aimed at providing sophisticated protection mechanisms within the context of the Internet of Things (IoT). In this regard, its overall and main goal lies in the development of the so-called collaborative, seamless and adaptive sentinels. Such sentinels would seamlessly sense their environment, automatically identifying all those devices in the nearby to be potentially protected.

Concluded Projects

DHARMA

The DHARMA (Dynamic Heterogeneous threAts Risk Management and Assessment) project aims to provide a framework for the achievement of an efficient Dynamic Risk Management and Assurance in ICT environments taking into account new types of threats known as APTs (Advanced Persistent Threats). These threats are characterised for not using just the classical means of penetration based on software vulnerabilities, but a combination of heterogeneous attack vectors customized for the organization and its employees, including the use of physical intrusions, employees deception, sensitive information abuse, side channels, etc. Thus, the current methodologies cannot manage adequately this dynamicity, with changes in context being a possible symptom of a new vulnerability and implying a potential modification in the list of risks identified for the organization. The DHARMA project is devoted to provide an answer to this shortcoming, proposing a multilevel architecture where a remarkable number of heterogeneous sensors will capture any change in the organization context (not just traditional network attacks, but any type of context change), namely: variations in the normal usage of systems and networks, electric consumption deviations, physical security incidents with presence detectors and video surveillance, ambient sensors, social networks activity sensors, and even the characterization of labour unrest in the organization in order to anticipate possible insider attacks by malicious employees.

RECLAMO

The RECLAMO project is aimed at designing and creating an advanced framework for enhancing current attack and intrusion detection and reaction proposals. To get this objective, the current workplan will be dealing with security-related technologies that can be used when providing novel solutions to the proposed problem. Concepts like autonomic system, ontologies and Semantic Web, trust and reputation management, collaborative intrusion detection and prevention systems, self-protection, and virtualised honeynets should be combined them in a single solution to provide an automated response system to attacks and intrusions. For this, the concept of self-protection (which is one of the four key characteristics of any autonomic system) will be the key concept driving the main component of the system, providing the ability to infer the most appropriate response for a given intrusion, taking into account not just the intrusion, but also many other parameters related to the intrusion, like the context, the trust and reputation of the network source, etc. This autonomic system will use formally defined information models (with ontologies) for combining intrusion information, self-evaluation learnt parameters, trust and reputation of the different involved elements and information coming from collaborative IDS/IPS systems in the same or different administrative domain. This information will be evaluated with a set of security metrics represented in a formally defined behaviour specification language, like SWRL, in order to reason and to infer the most appropriate response, taking into account all the inputs and other criteria specified in the security metrics.