167 citations · 230 across the 13 of their papers we have counts for
13 papers
FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Detection in IoT Networks
An Khanh Bui, Cong Thanh Nguyen, Hoang-Anh Pham +2
Personalized Federated Learning (PFL) has emerged as a promising solution for intrusion detection in heterogeneous IoT environments, as it can improve local adaptation under highly…
Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications
Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh +7
Terrestrial networks form the fundamental infrastructure of modern communication systems, serving more than 4 billion users globally. However, terrestrial networks are facing a wid…
Generative AI-enabled Blockchain Networks: Fundamentals, Applications, and Case Study
Cong T. Nguyen, Yinqiu Liu, Hongyang Du +4
Generative Artificial Intelligence (GAI) has recently emerged as a promising solution to address critical challenges of blockchain technology, including scalability, security, priv…
A Novel Blockchain Based Information Management Framework for Web 3.0
Md Arif Hassan, Cong T. Nguyen, Chi-Hieu Nguyen +3
Web 3.0 is the third generation of the World Wide Web (WWW), concentrating on the critical concepts of decentralization, availability, and increasing client usability. Although Web…
Enabling Technologies for Web 3.0: A Comprehensive Survey
Md Arif Hassan, Mohammad Behdad Jamshidi, Bui Duc Manh +9
Web 3.0 represents the next stage of Internet evolution, aiming to empower users with increased autonomy, efficiency, quality, security, and privacy. This evolution can potentially…
MetaShard: A Novel Sharding Blockchain Platform for Metaverse Applications
Cong T. Nguyen, Dinh Thai Hoang, Diep N. Nguyen +3
Due to its security, transparency, and flexibility in verifying virtual assets, blockchain has been identified as one of the key technologies for Metaverse. Unfortunately, blockcha…
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…
Jointly Optimize Coding and Node Selection for Distributed Computing over Wireless Edge Networks
Cong T. Nguyen, Diep N. Nguyen, Dinh Thai Hoang +2
This work aims to jointly optimize the coding and node selection to minimize the processing time for distributed computing tasks over wireless edge networks. Since the joint optimi…
Transfer Learning for Future Wireless Networks: A Comprehensive Survey
Cong T. Nguyen, Nguyen Van Huynh, Nam H. Chu +7
With outstanding features, Machine Learning (ML) has been the backbone of numerous applications in wireless networks. However, the conventional ML approaches have been facing many…
FedChain: Secure Proof-of-Stake-based Framework for Federated-blockchain Systems
Cong T. Nguyen, Dinh Thai Hoang, Diep N. Nguyen +4
In this paper, we propose FedChain, a novel framework for federated-blockchain systems, to enable effective transferring of tokens between different blockchain networks. Particular…
BlockRoam: Blockchain-based Roaming Management System for Future Mobile Networks
Cong T. Nguyen, Diep N. Nguyen, Dinh Thai Hoang +4
Mobile service providers (MSPs) are particularly vulnerable to roaming frauds, especially ones that exploit the long delay in the data exchange process of the contemporary roaming…
Enabling and Emerging Technologies for Social Distancing: A Comprehensive Survey and Open Problems
Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh +9
Social distancing plays a pivotal role in preventing the spread of viral diseases illnesses such as COVID-19. By minimizing the close physical contact among people, we can reduce t…