Pedro Miguel Sánchez Sánchez
Senior Researcher
Bio
Pedro Miguel Sánchez received the M.Sc. degree in computer science from the University of Murcia. He is currently pursuing his PhD in computer science at University of Murcia. His research interests are focused on continuous authentication, networks, 5G, cybersecurity and the application of machine learning and deep learning to the previous fields.
Associated Projects
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Financing entity INCIBE Budget 800.000 € Duration 27/10/2023 - 31/12/2025The existence of experimentation laboratories focused on Interconnected IoT (Internet of Things) through 5G networks (IoT/5G) and ICS (Industrial Control Systems)…
Financing entity INCIBE Budget 1.200.000 € Duration 27/10/2023 - 31/12/2025CDL-TALENTUM is defined as a strategic project based on the definition of a holistic model that integrates different activities that allow…
URL Not available Code 101103044 Budget 13.454.545.33€ Duration 01/12/2022 - 01/11/2025 Program European Defence FundEU-GUARDIAN aims at creating a cutting-edge, accurate and reliable AI-based solution that operates and automates larger…
URL 5gzorro.eu Code H2020-ICT-871533 Budget 4.999.965€ Duration 01/11/2019 - 31/10/2022 Funding Entity European Commission(Brief) Description: Current evolution of 5G technology falls short of requirements for performances and functions envisaged. The…
Associated Contracts
DATRIS: Decentralized AI for Trustworthy and Resource-efficient Intelligent Systems
Funding Entity Type International Duration 01/01/2024 - 31/12/2024 Funding Entity FEDERAL OFFICE FOR DEFENCE PROCUREMENT ARMASUISSEThe DATRIS (Decentralized AI for Trustworthy and Resource-efficient Intelligent Systems) project is a cutting-edge project…
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DEFENDIS: Decentralized Federated Learning for IOT Device Identification and Security
Funding Entity Type International Duration 04/02/2023 - 30/11/2023 Funding Entity FEDERAL OFFICE FOR DEFENCE PROCUREMENT ARMASUISSEDEFENDIS: DEcentralized FEderated learNing for IoT Device Identification and Security project aims to develop a…
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RESERVE: Resilient Federated IOT Device Securization
Funding Entity Type International Duration 04/02/2022 - 30/11/2022 Funding Entity FEDERAL OFFICE FOR DEFENCE PROCUREMENT ARMASUISSEThis project aims to develop a framework, called RESERVE: RESilient fEdeRated iot deVice sEcuritization, designed…
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SOUNDS: Securing communications in a distributed platform for spectrum measurements leveraging heterogeneous sensors
Type of project International Duration 01/10/2019 - 30/11/2019 Funding Entity Federal Office for Defence Procurement ArmasuisseSOUNDS aims to analyse the ElectroSense distributed platform for drawing its assets and requirements in…
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Publications
2023 |
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning Journal Article CoRR, abs/2308.03554 , 2023. |
Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges Journal Article ACM Comput. Surv., 55 (11), pp. 222:1–222:36, 2023. |
Intelligent and behavioral-based detection of malware in IoT spectrum sensors Journal Article Int. J. Inf. Sec., 22 (3), pp. 541–561, 2023. |
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers Journal Article Internet Things, 22 , pp. 100764, 2023. |
Privacy-Preserving and Syscall-Based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks Journal Article IEEE Internet Things J., 10 (10), pp. 8408–8415, 2023. |
A methodology to identify identical single-board computers based on hardware behavior fingerprinting Journal Article J. Netw. Comput. Appl., 212 , pp. 103579, 2023. |
A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models Inproceedings Pedroza, Gabriel; Huang, Xiaowei ; Chen, Xin Cynthia ; Theodorou, Andreas ; Hernández-Orallo, José ; Castillo-Effen, Mauricio ; Mallah, Richard ; McDermid, John A (Ed.): Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023, CEUR-WS.org, 2023. |
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion Inproceedings Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 7154–7157, ijcai.org, 2023. |
Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices Inproceedings NOMS 2023, IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, May 8-12, 2023, pp. 1–8, IEEE, 2023. |
FederatedTrust: A Solution for Trustworthy Federated Learning Journal Article CoRR, abs/2302.09844 , 2023. |
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