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ORCIDGregorio Martínez Pérez
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- affiliation: University of Murcia, Spain
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2020 – today
- 2024
[j147]Pedro Miguel Sánchez Sánchez
, Alberto Huertas Celdrán, Enrique Tomás Martínez Pérez, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario. Appl. Intell. 54(8): 6637-6653 (2024)- [j146]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez:
Robust Federated Learning for execution time-based device model identification under label-flipping attack. Clust. Comput. 27(1): 313-324 (2024) - [j145]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography. Cogn. Comput. 16(3): 1253-1267 (2024) - [j144]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Single-board device individual authentication based on hardware performance and autoencoder transformer models. Comput. Secur. 137: 103596 (2024) - [j143]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. 242: 122861 (2024) - [j142]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Pedro Guijas Bravo, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. 251: 124165 (2024) - [j141]Pedro Miguel 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 Gener. Comput. Syst. 152: 30-42 (2024) - [j140]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
FederatedTrust: A solution for trustworthy federated learning. Future Gener. Comput. Syst. 152: 83-98 (2024) - [j139]Javier Pastor-Galindo, Hông-Ân Sandlin, Félix Gómez Mármol, Gérôme Bovet, Gregorio Martínez Pérez:
A Big Data architecture for early identification and categorization of dark web sites. Future Gener. Comput. Syst. 157: 67-81 (2024) - [j138]Sergio López Bernal, Juan Antonio Martínez López, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
NeuronLab: BCI framework for the study of biosignals. Neurocomputing 598: 128027 (2024) - [j137]Sergio López Bernal, José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving. Neural Comput. Appl. 36(32): 20425-20437 (2024) - [j136]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. 21(1): 284-297 (2024) - [j135]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. 21(2): 573-584 (2024) - [j134]José María Jorquera Valero, Vasileios Theodorou, Manuel Gil Pérez, Gregorio Martínez Pérez:
SLA-Driven Trust and Reputation Management Framework for 5G Distributed Service Marketplaces. IEEE Trans. Dependable Secur. Comput. 21(4): 1863-1875 (2024) - [j133]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT. IEEE Trans. Inf. Forensics Secur. 19: 5520-5529 (2024) - [c60]Pedro Miguel Sánchez Sánchez, Adrián Abenza Cano, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Evaluating the impact of contextual information on the performance of intelligent continuous authentication systems. ARES 2024: 72:1-72:10 - [c59]José María Jorquera Valero, Antonio López Martínez, Pedro Miguel Sánchez Sánchez, Daniel Navarro-Martínez, Rodrigo Varas López, Javier Ignacio Rojo Lacal, Antonio Lopez Vivar, Marco Antonio Sotelo Monge, Manuel Gil Pérez, Gregorio Martínez Pérez:
Unlocking the Potential of Knowledge Graphs: A Cyber Defense Ontology for a Knowledge Representation and Reasoning System. ARES 2024: 73:1-73:9 - [c58]Sofia Strukova, Mariano Albaladejo-González, Maya Bozhilova, Alejandro Campos Fuentes, Simone Lenti, Gregorio Martínez Pérez, Daniel Navarro-Martínez, Pantaleone Nespoli, Giuseppe Santucci, Marco Antonio Sotelo Monge, Nikolai Stoianov, Eugenio Viesca Revuelta, José A. Ruipérez-Valiente:
Bridging the Gap: Cyber Defence Skills for the Future. EDUCON 2024: 1-10 - [c57]José María Jorquera Valero, Jose Antonio Ordonez-Lucena, Antonio Agustin Pastor Perales, Diego R. López, Manuel Gil Pérez, Gregorio Martínez Pérez:
Building Trust in the Era of 6G: A Level of Trust Assessment Function for Cloud Continuum. EuCNC/6G Summit 2024: 812-817 - [i33]Javier Pastor-Galindo, Hông-Ân Sandlin, Félix Gómez Mármol, Gérôme Bovet, Gregorio Martínez Pérez:
A Big Data Architecture for Early Identification and Categorization of Dark Web Sites. CoRR abs/2401.13320 (2024) - [i32]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. CoRR abs/2405.09318 (2024) - 2023
- [j132]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Eight Reasons to Prioritize Brain-Computer Interface Cybersecurity. Commun. ACM 66(4): 68-78 (2023) - [j131]José María Jorquera Valero, Pedro Miguel 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. Comput. Commun. 211: 229-238 (2023) - [j130]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Dennis Shushack, Ángel Luis Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Behavioral fingerprinting to detect ransomware in resource-constrained devices. Comput. Secur. 135: 103510 (2023) - [j129]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel 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 Commun. Surv. Tutorials 25(4): 2983-3013 (2023) - [j128]José María Jorquera Valero, Pedro Miguel 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, and Challenges. ACM Comput. Surv. 55(11): 222:1-222:36 (2023) - [j127]Javier Pastor-Galindo, Félix Gómez Mármol, Gregorio Martínez Pérez:
On the gathering of Tor onion addresses. Future Gener. Comput. Syst. 145: 12-26 (2023) - [j126]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Miguel Azorín Castillo, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Intelligent and behavioral-based detection of malware in IoT spectrum sensors. Int. J. Inf. Sec. 22(3): 541-561 (2023) - [j125]Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, María del Carmen Martín Curto, Yantsislav Yanakiev, Manuel Gil Pérez, Gregorio Martínez Pérez:
Opportunities for standardization in emergency scenarios in the European Union. Int. J. Medical Informatics 179: 105232 (2023) - [j124]Pedro Miguel Sánchez Sánchez, José María 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 Things 22: 100764 (2023) - [j123]Alberto Huertas Celdrán, Pedro Miguel 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 Things J. 10(10): 8408-8415 (2023) - [j122]Juan Manuel Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marín-Blázquez:
CGAPP: A continuous group authentication privacy-preserving platform for industrial scene. J. Inf. Secur. Appl. 78: 103622 (2023) - [j121]Pedro Miguel Sánchez Sánchez, José María 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. J. Netw. Comput. Appl. 212: 103579 (2023) - [j120]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Analyzing the impact of Driving tasks when detecting emotions through brain-computer interfaces. Neural Comput. Appl. 35(12): 8883-8901 (2023) - [c56]Alberto Huertas Celdrán, Jan Kreischer, Melike Demirci, Joel Leupp, Pedro Miguel Sánchez Sánchez, Muriel Figueredo Franco, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. SafeAI@AAAI 2023 - [c55]Jan von der Assen, Alberto Huertas Celdrán, Nicolas Huber, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Moving Target Defense Strategy Selection against Malware in Resource-Constrained Devices. CSR 2023: 123-129 - [c54]Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RansomAI: AI-Powered Ransomware for Stealthy Encryption. GLOBECOM 2023: 2578-2583 - [c53]Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. ICC 2023: 6010-6015 - [c52]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI 2023: 7154-7157 - [c51]Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM 2023: 673-678 - [c50]Alberto Huertas Celdrán, Jan von der Assen, Konstantin Moser, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices. NOMS 2023: 1-8 - [i31]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
FederatedTrust: A Solution for Trustworthy Federated Learning. CoRR abs/2302.09844 (2023) - [i30]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Single-board Device Individual Authentication based on Hardware Performance and Anomaly Detection for Crowdsensing Platforms. CoRR abs/2306.08495 (2023) - [i29]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. CoRR abs/2306.09750 (2023) - [i28]Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RansomAI: AI-powered Ransomware for Stealthy Encryption. CoRR abs/2306.15559 (2023) - [i27]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR abs/2307.11730 (2023) - [i26]Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. CoRR abs/2308.05978 (2023) - [i25]Eduardo López Bernal, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces. CoRR abs/2311.05270 (2023) - 2022
- [j119]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Noise-based cyberattacks generating fake P300 waves in brain-computer interfaces. Clust. Comput. 25(1): 33-48 (2022) - [j118]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Neuronal Jamming cyberattack over invasive BCIs affecting the resolution of tasks requiring visual capabilities. Comput. Secur. 112: 102534 (2022) - [j117]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Toward pre-standardization of reputation-based trust models beyond 5G. Comput. Stand. Interfaces 81: 103596 (2022) - [j116]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Michael Taynnan Barros, Sasitharan Balasubramaniam:
Security in Brain-Computer Interfaces: State-of-the-Art, Opportunities, and Future Challenges. ACM Comput. Surv. 54(1): 11:1-11:35 (2022) - [j115]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers' distractions. Expert Syst. Appl. 203: 117402 (2022) - [j114]Javier Pastor-Galindo, Félix Gómez Mármol, Gregorio Martínez Pérez:
Profiling users and bots in Twitter through social media analysis. Inf. Sci. 613: 161-183 (2022) - [j113]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Alexios Lekidis, Javier Fernandez Hidalgo, Manuel Gil Pérez, Muhammad Shuaib Siddiqui, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Design of a Security and Trust Framework for 5G Multi-domain Scenarios. J. Netw. Syst. Manag. 30(1): 7 (2022) - [j112]Juan Manuel Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marín-Blázquez:
A Supervised ML Biometric Continuous Authentication System for Industry 4.0. IEEE Trans. Ind. Informatics 18(12): 9132-9140 (2022) - [c49]Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Figueredo Franco, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RITUAL: a Platform Quantifying the Trustworthiness of Supervised Machine Learning. CNSM 2022: 364-366 - [c48]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Intelligent Fingerprinting to Detect Data Leakage Attacks on Spectrum Sensors. ICC 2022: 4080-4085 - [c47]Sergio López Bernal, Enrique Tomás 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. ISMICT 2022: 1-6 - [c46]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Eder J. Scheid, Timucin Besken, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors. NOMS 2022: 1-7 - [p1]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Fabio Sisi, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Creation of a Dataset Modeling the Behavior of Malware Affecting the Confidentiality of Data Managed by IoT Devices. Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities 2022: 193-225 - [d6]Javier Pastor-Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez-Valiente, Gregorio Martínez Pérez, Félix Gómez Mármol:
Spotting political social bots in Twitter: a dataset for the 2019 Spanish general election. IEEE DataPort, 2022
- [d5]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
LWHBench Dataset. IEEE DataPort, 2022 - [d4]Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware. IEEE DataPort, 2022 - [i24]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberSpec: Intelligent Behavioral Fingerprinting to Detect Attacks on Crowdsensing Spectrum Sensors. CoRR abs/2201.05410 (2022) - [i23]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. CoRR abs/2202.00137 (2022) - [i22]Pedro Miguel Sánchez Sánchez, José María 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. CoRR abs/2204.08516 (2022) - [i21]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Analyzing the impact of Driving tasks when detecting emotions through Brain-Computer Interfaces. CoRR abs/2209.00993 (2022) - [i20]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography. CoRR abs/2209.04048 (2022) - [i19]Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. CoRR abs/2210.07719 (2022) - [i18]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR abs/2210.11061 (2022) - [i17]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Trust-as-a-Service: A reputation-enabled trust framework for 5G networks. CoRR abs/2210.11501 (2022) - [i16]José María Jorquera Valero, Manuel Gil Pérez, Gregorio Martínez Pérez:
A Security and Trust Framework for Decentralized 5G Marketplaces. CoRR abs/2210.11517 (2022) - [i15]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel 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. CoRR abs/2211.08413 (2022) - [i14]Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns. CoRR abs/2212.03169 (2022) - [i13]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT. CoRR abs/2212.14647 (2022) - [i12]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. CoRR abs/2212.14677 (2022) - 2021
- [j111]Mattia Zago, Manuel Gil Pérez, Gregorio Martínez Pérez:
Early DGA-based botnet identification: pushing detection to the edges. Clust. Comput. 24(3): 1695-1710 (2021) - [j110]Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning. Comput. Secur. 103: 102168 (2021) - [j109]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. IEEE Commun. Surv. Tutorials 23(2): 1048-1077 (2021) - [j108]Manuel Gil Pérez, Alberto Huertas Celdrán, Pietro G. Giardina, Giacomo Bernini, Simone Pizzimenti, Félix J. García Clemente, Gregorio Martínez Pérez, Giovanni Festa, Fabio Paglianti:
Mitigation of cyber threats: Protection mechanisms in federated SDN/NFV infrastructures for 5G within FIRE+. Concurr. Comput. Pract. Exp. 33(7): 1 (2021) - [j107]Javier Pastor-Galindo, Félix Gómez Mármol, Gregorio Martínez Pérez:
Nothing to Hide? On the Security and Privacy Threats Beyond Open Data. IEEE Internet Comput. 25(4): 58-66 (2021) - [j106]Juan Manuel Espín, Alberto Huertas Celdrán, Javier G. Marín-Blázquez, Francisco Esquembre, Gregorio Martínez Pérez:
S3: An AI-Enabled User Continuous Authentication for Smartphones Based on Sensors, Statistics and Speaker Information. Sensors 21(11): 3765 (2021) - [j105]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez:
SafeMan: A unified framework to manage cybersecurity and safety in manufacturing industry. Softw. Pract. Exp. 51(3): 607-627 (2021) - [c45]Evangelos Mantas, Dimitris Papadopoulos, Carolina Fernández, Nil Ortiz, Maxime Compastié, Antonio López Martínez, Manuel Gil Pérez, Akis Kourtis, George Xylouris, Izidor Mlakar, Stylianos Tsarsitalidis, Dimitrios Klonidis, Ignazio Pedone, Daniele Canavese, Gregorio Martínez Pérez, Davide Sanvito, Vangelis Logothetis, Diego R. López, Antonio Pastor, Antonio Lioy, Ludovic Jacquin, Roberto Bifulco, Angeliki Kapodistria, Athanasios Priovolos, Georgios Gardikis, Ioannis Neokosmidis, Theodoros Rokkas, Nikolaos Papadakis, Dimitris Paraschos, Primoz Jeran, Antonis Litke, George Athanasiou:
Practical Autonomous Cyberhealth for resilient Micro, Small and Medium-sized Enterprises. MeditCom 2021: 500-505 - [d3]Juan Manuel Espín López, Alberto Huertas Celdrán, Javier G. Marín-Blázquez, Franscisco Esquembre Martínez, Gregorio Martínez Pérez:
S3 dataset. IEEE DataPort, 2021 - [i11]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Neuronal Jamming Cyberattack over Invasive BCI Affecting the Resolution of Tasks Requiring Visual Capabilities. CoRR abs/2105.10997 (2021) - [i10]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Eight Reasons Why Cybersecurity on Novel Generations of Brain-Computer Interfaces Must Be Prioritized. CoRR abs/2106.04968 (2021) - [i9]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
Can Evil IoT Twins Be Identified? Now Yes, a Hardware Behavioral Fingerprinting Methodology. CoRR abs/2106.08209 (2021) - [i8]Javier Pastor-Galindo, Félix Gómez Mármol, Gregorio Martínez Pérez:
BOTTER: A framework to analyze social bots in Twitter. CoRR abs/2106.15543 (2021) - [i7]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez:
Robust Federated Learning for execution time-based device model identification under label-flipping attack. CoRR abs/2111.14434 (2021) - 2020
- [j104]Javier Pastor-Galindo, Pantaleone Nespoli, Félix Gómez Mármol, Gregorio Martínez Pérez:
The Not Yet Exploited Goldmine of OSINT: Opportunities, Open Challenges and Future Trends. IEEE Access 8: 10282-10304 (2020) - [j103]Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez:
Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling. IEEE Access 8: 152204-152222 (2020) - [j102]Chi-Yuan Chen, Wei Quan, Nan Cheng, Shui Yu, Jong-Hyouk Lee, Gregorio Martínez Pérez, Hongke Zhang, Shiuhpyng Shieh:
IEEE Access Special Section Editorial: Artificial Intelligence in Cybersecurity. IEEE Access 8: 163329-163333 (2020) - [j101]Alberto Huertas Celdrán, Manuel Gil Pérez, Izidor Mlakar, José M. Alcaraz Calero, Félix J. García Clemente, Gregorio Martínez Pérez, Md. Zakirul Alam Bhuiyan:
PROTECTOR: Towards the protection of sensitive data in Europe and the US. Comput. Networks 181: 107448 (2020) - [j100]Mattia Zago, Manuel Gil Pérez, Gregorio Martínez Pérez:
UMUDGA: A dataset for profiling DGA-based botnet. Comput. Secur. 92: 101719 (2020) - [j99]Alberto Huertas Celdrán, José A. Ruipérez-Valiente, Félix J. García Clemente, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Gregorio Martínez Pérez:
A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms. Sensors 20(10): 2923 (2020) - [j98]Mattia Zago, Manuel Gil Pérez, Gregorio Martínez Pérez:
Scalable detection of botnets based on DGA: Efficient feature discovery process in machine learning techniques. Soft Comput. 24(8): 5517-5537 (2020) - [j97]Enrique Chirivella-Perez, Ricardo Marco Alaez, Alba Hita, Ana Serrano Mamolar, José M. Alcaraz Calero, Qi Wang, Pedro Miguel Neves, Giacomo Bernini, Konstantinos Koutsopoulos, Manuel Gil Pérez, Gregorio Martínez Pérez, Maria João Barros, Anastasius Gavras:
SELFNET 5G mobile edge computing infrastructure: Design and prototyping. Softw. Pract. Exp. 50(5): 741-756 (2020) - [j96]Javier Pastor-Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez-Valiente, Gregorio Martínez Pérez, Félix Gómez Mármol:
Spotting Political Social Bots in Twitter: A Use Case of the 2019 Spanish General Election. IEEE Trans. Netw. Serv. Manag. 17(4): 2156-2170 (2020) - [c44]Gregorio Martínez Pérez, Scott Fowler, Kuan-Ching Li:
Welcome Messages from IEEE EUC 2020 Program Chairs. EUC 2020: viii - [c43]Gino Carrozzo, Muhammad Shuaib Siddiqui, August Betzler, José Bonnet, Gregorio Martínez Pérez, Aurora Ramos, Tejas Subramanya:
AI-driven Zero-touch Operations, Security and Trust in Multi-operator 5G Networks: a Conceptual Architecture.