Van-Hau Pham

DeFL-BC: Empowering Reliable Cyberattack Detection through Decentralized Federated Learning and Poisoning Attack Defense

2023

This work presents a collaborative and trust assurance model for network attack detection using Federated Learning (FL) in edge computing environments. This study leverages the capabilities of Federated Learning (FL) and blockchain technologies, specifically the …

ChainFLIP: A Unified Framework Integrating Blockchain, Federated Learning, and IPFS for Secure Supply Chain Management

2025

Currently, counterfeit and stolen goods are a major concern for both online and traditional retailers. Consumers currently have no reliable way to confirm whether products are genuine, which erodes trust and results in financial losses …