Rui Pedro de Oliveira Pinto

Academic position:	PhD Student
Joining date:	01-08-2020
Roles in IT:	PhD Student
Thematic Line:	Networks and Services
Group:	Network Applications and Services - Cv

IT Branch – Covilhã
Faculdade de Engenharia
Covilhã
6201-001
Tel: 275329953
Email: Send Email

http://www.cienciavitae.pt/7D16-96B7-3201

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Thesis Information

A Cross Layer Federated Learning Anomaly Detection framework for IoMT, Universidade da Beira Interior, PhD Student, Rui Pedro de Oliveira Pinto, Supervisor: B. Silva, Co-supervisor: P. R. M. I. Inácio, ago-2020 - set-2026

Publications

3Papers in Journals

Early Access

R. Pinto, B. Silva, P. R. M. I. Inácio, X-IoMT: A Cross-Layer IoMT Dataset for Anomaly Detection with FGSM and PGD-Based Adversarial Augmentation, IEEE Internet of Things Journal, Vol., No., pp. 1 - 1, 2026 | BibTex

Published

R. Pinto, B. Silva, P. R. M. I. Inácio, Federated learning for anomaly detection on Internet of Medical Things: A survey, Internet of Things, Vol. 33, No., pp. 101677 - 101677, September, 2025 | BibTex
R. Pinto, B. Silva, P. R. M. I. Inácio, A System for the Promotion of Traceability and Ownership of Health Data Using Blockchain, IEEE Access, Vol. 10, No. --, pp. 92760 - 92773, August, 2022 | BibTex

1Papers in Conferences

R. Pinto, B. Silva, P. R. M. I. Inácio, Anomaly Detection in the Internet of Medical Things: Design and Evaluation of a Cross Layer Dataset, IEEE International Symposium on Network Computing and Applications - NCA, Covilhã, Portugal, November, 2025 | BibTex

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):