Pedro Miguel Sánchez Sánchez

72 papers A* 1A 1B 8Journal 54Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CNSM Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2025	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. IEEE Trans. Dependable Secur. Comput. Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2025	J	`jnl`	Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices. CoRR Luís Couto Seller, Íñigo Sanz Torres, Adrian Vogel-Fernandez, Carlos González Carballo, Pedro Miguel Sánchez Sánchez, Adrián Carruana Martín, Enrique De Miguel Ambite
2025	J	`jnl`	Evaluating Compact LLMs for Zero-Shot Iberian Language Tasks on End-User Devices. Proces. del Leng. Natural Luís Couto Seller, Íñigo Sanz Torres, Adrian Vogel-Fernandez, Carlos González Carballo, Pedro Miguel Sánchez Sánchez, Adrián Carruana Martín, Enrique De Miguel Ambite
2025	J	`jnl`	Flighter: Decentralized Federated Learning and Situational Awareness for Secure Military Aerial Reconnaissance. IEEE Commun. Mag. Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	—	`conf`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. ICC Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	B	`conf`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. IJCNN Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. Future Gener. Comput. Syst. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario. Appl. Intell. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Pérez, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. 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
2024	J	`jnl`	CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	B	`conf`	Evaluating the impact of contextual information on the performance of intelligent continuous authentication systems. ARES Pedro Miguel Sánchez Sánchez, Adrián Abenza Cano, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2024	J	`jnl`	FederatedTrust: A solution for trustworthy federated learning. Future Gener. Comput. Syst. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. 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
2024	J	`jnl`	Mitigating communications threats in decentralized federated learning through moving target defense. Wirel. Networks Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT. IEEE Trans. Inf. Forensics Secur. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	J	`jnl`	Robust Federated Learning for execution time-based device model identification under label-flipping attack. Clust. Comput. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez
2024	A	`conf`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Single-board device individual authentication based on hardware performance and autoencoder transformer models. Comput. Secur. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2024	—	`conf`	Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. MILCOM Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	J	`jnl`	Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2024	B	`conf`	Unlocking the Potential of Knowledge Graphs: A Cyber Defense Ontology for a Knowledge Representation and Reasoning System. ARES 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
2023	—	`conf`	A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. SafeAI@AAAI Alberto Huertas Celdrán, Jan Kreischer, Melike Demirci, Joel Leupp, Pedro Miguel Sánchez Sánchez, Muriel Figueredo Franco, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	—	`conf`	A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. ICC Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	A methodology to identify identical single-board computers based on hardware behavior fingerprinting. J. Netw. Comput. Appl. Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2023	J	`jnl`	Assessing the Sustainability and Trustworthiness of Federated Learning Models. CoRR Alberto Huertas Celdrán, Chao Feng, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller
2023	J	`jnl`	Behavioral fingerprinting to detect ransomware in resource-constrained devices. Comput. Secur. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Dennis Shushack, Ángel Luis Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges. ACM Comput. Surv. José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2023	J	`jnl`	CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. CoRR Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges. IEEE Commun. Surv. Tutorials 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
2023	B	`conf`	Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices. NOMS Alberto Huertas Celdrán, Jan von der Assen, Konstantin Moser, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	FederatedTrust: A Solution for Trustworthy Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. CoRR 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
2023	A*	`conf`	Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Intelligent and behavioral-based detection of malware in IoT spectrum sensors. Int. J. Inf. Sec. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Miguel Azorín Castillo, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. Internet Things Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2023	J	`jnl`	Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Privacy-Preserving and Syscall-Based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks. IEEE Internet Things J. Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	B	`conf`	RansomAI: AI-Powered Ransomware for Stealthy Encryption. GLOBECOM Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	RansomAI: AI-powered Ransomware for Stealthy Encryption. CoRR Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	Single-board Device Individual Authentication based on Hardware Performance and Anomaly Detection for Crowdsensing Platforms. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2023	—	`conf`	Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. CoRR Ángel Luis Perales Gómez, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán
2023	J	`jnl`	Trust-as-a-Service: A reputation-enabled trust framework for 5G network resource provisioning. Comput. Commun. José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2022	J	`jnl`	A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. CoRR Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez
2022	J	`jnl`	Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	—	`ch.`	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 Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Fabio Sisi, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	CyberSpec: Intelligent Behavioral Fingerprinting to Detect Attacks on Crowdsensing Spectrum Sensors. CoRR Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR 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
2022	J	`jnl`	Design of a Security and Trust Framework for 5G Multi-domain Scenarios. J. Netw. Syst. Manag. 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
2022	J	`jnl`	Federated learning for malware detection in IoT devices. Comput. Networks Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet
2022	—	`conf`	Intelligent Fingerprinting to Detect Data Leakage Attacks on Spectrum Sensors. ICC Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2022	B	`conf`	Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors. NOMS Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Eder J. Scheid, Timucin Besken, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	B	`conf`	RITUAL: a Platform Quantifying the Trustworthiness of Supervised Machine Learning. CNSM Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Figueredo Franco, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT. CoRR Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Toward pre-standardization of reputation-based trust models beyond 5G. Comput. Stand. Interfaces José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2022	J	`jnl`	Trust-as-a-Service: A reputation-enabled trust framework for 5G networks. CoRR José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2021	J	`jnl`	A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. IEEE Commun. Surv. Tutorials Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2021	J	`jnl`	AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning. Comput. Secur. Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2021	J	`jnl`	Can Evil IoT Twins Be Identified? Now Yes, a Hardware Behavioral Fingerprinting Methodology. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2021	J	`jnl`	Federated Learning for Malware Detection in IoT Devices. CoRR Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Martin Jaggi
2021	J	`jnl`	Robust Federated Learning for execution time-based device model identification under label-flipping attack. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez
2020	J	`jnl`	A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. CoRR Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez
2020	J	`jnl`	AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez
2019	—	`conf`	Securing Smart Offices Through an Intelligent and Multi-device Continuous Authentication System. iSCI Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez, Guojun Wang
2018	J	`jnl`	Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System. Sensors José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Marcos Arjona Fernández, Sergio De Los Santos Vílchez, Gregorio Martínez Pérez