Author

Carlos Serôdio

h-index 16 View on Semantic Scholar

We have 2 of 112 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Jul 2026

Robust Trust-Aware Federated Learning for Privacy-Preserving Distributed Intelligence in Resource-Constrained IoT Systems: A Blockchain-Assisted Architecture

This paper investigates a blockchain-assisted, trust-aware FL framework for privacy-aware distributed intelligence in resource-constrained IoT systems, where the blockchain layer is used to support trust coordination, auditability, traceability, and tamper-resistant metadata recording rather than to directly improve pr...

M. Reis, Carlos Serôdio, Frederico Branco · Electronics · 0 citations

Open access Jul 2026

A Simulation-Driven Trust-Aware Federated Learning Framework for Robust Intelligent IoT Networks

The experimental results demonstrate that the proposed Trust-FedAvg framework substantially improves robustness over conventional FedAvg and remains competitive with established robust aggregation strategies, particularly under directional model-manipulation attacks and intermittent-connectivity conditions.

M. Reis, Carlos Serôdio, Frederico Branco · Applied Sciences · 0 citations