Следене
Pedro Miguel Sanchez Sanchez
Pedro Miguel Sanchez Sanchez
Senior Researcher, Funditec
Потвърден имейл адрес: funditec.es - Начална страница
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Позовавания
Позовавания
Година
Federated learning for malware detection in IoT devices
V Rey, PMS Sánchez, AH Celdrán, G Bovet
Computer Networks 204, 108693, 2022
3392022
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
ETM Beltrán, MQ Pérez, PMS Sánchez, SL Bernal, G Bovet, MG Pérez, ...
IEEE Communications Surveys & Tutorials, 2023
3192023
A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets
PM Sánchez Sánchez, J María Jorquera Valero, A Huertas Celdrán, ...
IEEE Communications Surveys & Tutorials 23 (2), 1048-1077, 2021
1402021
Fedstellar: A platform for decentralized federated learning
ETM Beltrán, ÁLP Gómez, C Feng, PMS Sánchez, SL Bernal, G Bovet, ...
Expert Systems with Applications 242, 122861, 2024
522024
5G-PPP Technology Board: AI and ML–Enablers for Beyond 5G Networks
DC Mur, A Gavras, M Ghoraishi, H Hrasnica, A Kaloxylos, ...
European Commission, 2021
52*2021
Intelligent and behavioral-based detection of malware in IoT spectrum sensors
AH Celdrán, PMS Sánchez, MA Castillo, G Bovet, GM Pérez, B Stiller
International Journal of Information Security 22 (3), 541-561, 2023
482023
Improving the security and QoE in mobile devices through an intelligent and adaptive continuous authentication system
JM Jorquera Valero, PM Sanchez Sanchez, L Fernandez Maimo, ...
Sensors 18 (11), 3769, 2018
352018
Design of a security and trust framework for 5G multi-domain scenarios
JM Jorquera Valero, PM Sánchez Sánchez, A Lekidis, ...
Journal of Network and Systems Management 30 (1), 7, 2022
292022
Federatedtrust: A solution for trustworthy federated learning
PMS Sánchez, AH Celdrán, N Xie, G Bovet, GM Pérez, B Stiller
Future Generation Computer Systems 152, 83-98, 2024
282024
Toward pre-standardization of reputation-based trust models beyond 5G
JMJ Valero, PMS Sánchez, MG Pérez, AH Celdrán, GM Pérez
Computer Standards & Interfaces 81, 103596, 2022
272022
AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning
PM Sánchez Sánchez, A Huertas Celdrán, L Fernández Maimó, ...
Computers & Security 103, 102168, 2020
26*2020
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors
PMS Sánchez, AH Celdrán, T Schenk, ALB Iten, G Bovet, GM Pérez, ...
IEEE Transactions on Dependable and Secure Computing, 2022
242022
Adversarial attacks and defenses on ML-and hardware-based IoT device fingerprinting and identification
PMS Sánchez, AH Celdrán, G Bovet, GM Pérez
Future Generation Computer Systems 152, 30-42, 2024
202024
Specforce: A framework to secure iot spectrum sensors in the internet of battlefield things
PMS Sánchez, AH Celdrán, G Bovet, GM Pérez, B Stiller
IEEE Communications Magazine 61 (5), 174-180, 2022
202022
A framework quantifying trustworthiness of supervised machine and deep learning models
A Huertas Celdran, J Kreischer, M Demirci, J Leupp, ...
CEUR Workshop Proceedings, 1-14, 2023
192023
A methodology to identify identical single-board computers based on hardware behavior fingerprinting
PMS Sánchez, JMJ Valero, AH Celdrán, G Bovet, MG Pérez, GM Pérez
Journal of Network and Computer Applications 212, 103579, 2023
15*2023
Cyberspec: Behavioral fingerprinting for intelligent attacks detection on crowdsensing spectrum sensors
AH Celdrán, PMS Sánchez, G Bovet, GM Pérez, B Stiller
IEEE Transactions on Dependable and Secure Computing 21 (1), 284-297, 2023
13*2023
Privacy-preserving and syscall-based intrusion detection system for IoT spectrum sensors affected by data falsification attacks
AH Celdrán, PMS Sánchez, C Feng, G Bovet, GM Pérez, B Stiller
IEEE Internet of Things Journal 10 (10), 8408-8415, 2022
132022
Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario
PM Sánchez Sánchez, A Huertas Celdrán, ET Martínez Pérez, D Demeter, ...
Applied Intelligence, 1-17, 2024
122024
Mitigating communications threats in decentralized federated learning through moving target defense
ET Martínez Beltrán, PM Sánchez Sánchez, S López Bernal, G Bovet, ...
Wireless Networks, 1-15, 2024
122024
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