2026

September

Screen Before You Fetch: Compressed Byzantine Screening for Decentralized Learning on the Edge-Cloud Continuum

Kafila: Serving Large Language Models on a Trusted Set of Heterogeneous Commodity Machines

August

Topology-Aware Differential Privacy in Hierarchical Federated Learning

Trust-Aware Topology Learning for Dynamic Decentralized Federated Learning under Adversaries

June

Blockchain-Enabled 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

April

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