2026

June

Blockchain-Enabled Federated Learning

Topology-Aware Differential Privacy in Federated Learning

April

A Periodic Space of Distributed Computing: Vision and Framework

2025

December

Evidential Trust-Aware Model Personalization in Decentralized Federated Learning for Wearable IoT

Differential Privacy for Secure Machine Learning in Healthcare IoT-Cloud Systems

October

SketchGuard: Scaling Byzantine-Robust Decentralized Federated Learning via Sketch-Based Screening

April

TrustMesh: A Blockchain-Enabled Trusted Distributed Computing Framework for Open Heterogeneous IoT Environments