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ORCIDPedro Miguel Sánchez Sánchez
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2020 – today
- 2024
[j24]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)- [j23]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) - [j22]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) - [j21]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) - [j20]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) - [j19]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) - [j18]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) - [j17]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) - [j16]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) - [j15]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) - [c13]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 - [c12]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 - [c11]Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller:
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI 2024: 1760-1767 - [i23]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
- [j14]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) - [j13]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) - [j12]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) - [j11]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) - [j10]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) - [j9]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) - [j8]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) - [j7]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) - [c10]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 - [c9]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 - [c8]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 - [c7]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 - [c6]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 - [c5]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 - [i22]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) - [i21]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) - [i20]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) - [i19]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) - [i18]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) - [i17]Ángel Luis Perales Gómez, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán:
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. CoRR abs/2308.03554 (2023) - [i16]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) - [i15]Alberto Huertas Celdrán, Chao Feng, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller:
Assessing the Sustainability and Trustworthiness of Federated Learning Models. CoRR abs/2310.20435 (2023) - 2022
- [j6]Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet:
Federated learning for malware detection in IoT devices. Comput. Networks 204: 108693 (2022) - [j5]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) - [j4]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) - [c4]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 - [c3]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 - [c2]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 - [d4]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
LWHBench Dataset. IEEE DataPort, 2022
- [d3]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 - [i14]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) - [i13]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) - [i12]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) - [i11]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) - [i10]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) - [i9]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) - [i8]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) - [i7]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) - [i6]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
- [j3]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) - [j2]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) - [i5]Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Martin Jaggi:
Federated Learning for Malware Detection in IoT Devices. CoRR abs/2104.09994 (2021) - [i4]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) - [i3]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
- [d2]Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Authcode - Dataset. IEEE DataPort, 2020 - [d1]Pedro Miguel Sánchez Sánchez, José María 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 Luis Perales Gómez, Manuel Gil Pérez, Gregorio Martínez Pérez:
BEHACOM. IEEE DataPort, 2020 - [i2]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez:
AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning. CoRR abs/2004.07877 (2020) - [i1]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. CoRR abs/2008.03343 (2020)
2010 – 2019
- 2019
- [c1]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez, Guojun Wang:
Securing Smart Offices Through an Intelligent and Multi-device Continuous Authentication System. iSCI 2019: 73-85 - 2018
- [j1]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:
Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System. Sensors 18(11): 3769 (2018)
Coauthor Index
[j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [c13] [c11] [i23] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [c10] [c9] [c8] [c7] [c6] [c5] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [j6] [j5] [j4] [c4] [c3] [c2] [p1] [d4] [d3] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j3] [j2] [i5] [i4] [i3] [d2] [d1] [i2] [i1] [c1] [j1]
[j24] [j23] [j22] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [c13] [c12] [i23] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [c10] [c9] [c8] [c7] [c6] [c5] [i22] [i21] [i20] [i19] [i18] [i16] [j5] [j4] [c4] [c3] [c2] [p1] [d4] [d3] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j3] [j2] [i4] [i3] [d2] [d1] [i2] [i1] [c1] [j1]
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