1k citations · 2.9k across the 117 of their papers we have counts for
17 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…
Secure and Reliable Transfer Learning Framework for 6G-enabled Internet of Vehicles
Minrui Xu, Dinh Thai Hoang, Jiawen Kang +3
In the coming 6G era, Internet of Vehicles (IoV) has been evolving towards 6G-enabled IoV with super-high data rate, seamless networking coverage, and ubiquitous intelligence by Ar…
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…