Collaborative edge intelligence service provision in blockchain empowered urban rail transit systems

H Liang, L Zhu, FR Yu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
With the advancement of urban rail transits (URTs), the demand for artificial intelligence (AI)-
based URTs services grows exponentially. Edge intelligence (EI) leverages computing …

FedRDF: A robust and dynamic aggregation function against poisoning attacks in federated learning

EM Campos, A Gonzalez-Vidal… - … on Emerging Topics …, 2024 - ieeexplore.ieee.org
Federated Learning (FL) represents a promising approach to typical privacy concerns
associated with centralized Machine Learning (ML) deployments. Despite its well-known …

Unsupervised Cross-Domain Deep-Fused Feature Descriptor for Efficient Image Retrieval

Q He - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Deep feature-based methods show advantages in image retrieval, yet their robustness and
generalization warrant further investigation. Toward this end, we propose a robust …