167 citations · 531 across the 87 of their papers we have counts for
15 papers · 1 filter
MetaChain: A Novel Blockchain-based Framework for Metaverse Applications
Cong T. Nguyen, Dinh Thai Hoang, Diep N. Nguyen +1
Metaverse has recently attracted paramount attention due to its potential for future Internet. However, to fully realize such potential, Metaverse applications have to overcome var…
Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks
Tran Viet Khoa, Dinh Thai Hoang, Nguyen Linh Trung +5
Federated Learning (FL) has recently become an effective approach for cyberattack detection systems, especially in Internet-of-Things (IoT) networks. By distributing the learning p…
Enabling Large-Scale Federated Learning over Wireless Edge Networks
Thinh Quang Dinh, Diep N. Nguyen, Dinh Thai Hoang +2
Major bottlenecks of large-scale Federated Learning(FL) networks are the high costs for communication and computation. This is due to the fact that most of current FL frameworks on…
In-network Computation for Large-scale Federated Learning over Wireless Edge Networks
Thinh Quang Dinh, Diep N. Nguyen, Dinh Thai Hoang +2
Most conventional Federated Learning (FL) models are using a star network topology where all users aggregate their local models at a single server (e.g., a cloud server). That caus…
Secure Swarm UAV-assisted Communications with Cooperative Friendly Jamming
Hanh Dang-Ngoc, Diep N. Nguyen, Khuong Ho-Van +4
This article proposes a cooperative friendly jamming framework for swarm unmanned aerial vehicle (UAV)-assisted amplify-and-forward (AF) relaying networks with wireless energy harv…
Managing Interference and Leveraging Secondary Reflections Amongst Multiple IRSs
Tu V. Nguyen, Diep N. Nguyen
Intelligent reflecting surface (IRS) has recently been emerging as an enabler for smart radio environment in which passive antenna arrays can be used to actively tailor/control the…