Dinh C. Nguyen

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 70

Top Topics

Reinforcement Learning

Future Directions

Cloud Computing

Top Venues

IEEE Internet Things J.

J. Netw. Comput. Appl.

Publications

Minh K. Quan, Dinh C. Nguyen, Van-Dinh Nguyen, Mayuri Wijayasundara, Sujeeva Setunge, Pubudu N. Pathirana
Toward Privacy-Preserving Waste Classification in the Internet of Things. IEEE Internet Things J. 11 (14) (2024)
Quoc Bao Phan, Linh Nguyen, Tuy Tan Nguyen, Dinh C. Nguyen
Privacy-Preserving X-ray Image Enhancement: A GAN-Cybersecurity-Based Approach. ICCE (2024)
Shiying Zhang, Jun Li, Long Shi, Ming Ding, Dinh C. Nguyen, Wuzheng Tan, Jian Weng, Zhu Han
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Yasas Supeksala, Dinh C. Nguyen, Ming Ding, Thilina Ranbaduge, Calson Chua, Jun Zhang, Jun Li, H. Vincent Poor
Private Knowledge Sharing in Distributed Learning: A Survey. CoRR (2024)
Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana, Yonina C. Eldar
FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning. IEEE Internet Things J. 11 (7) (2024)
Van-Dinh Nguyen, Thang X. Vu, Nhan Thanh Nguyen, Dinh C. Nguyen, Markku J. Juntti, Nguyen Cong Luong, Dinh Thai Hoang, Diep N. Nguyen, Symeon Chatzinotas
Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework. IEEE J. Sel. Areas Commun. 42 (2) (2024)
Minh K. Quan, Dinh C. Nguyen, Van-Dinh Nguyen, Mayuri Wijayasundara, Sujeeva Setunge, Pubudu N. Pathirana
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing. CoRR (2024)
Vu Khanh Quy, Dinh C. Nguyen, Dang Van Anh, Nguyen Minh Quy
Federated learning for green and sustainable 6G IIoT applications. Internet Things 25 (2024)
Shiying Zhang, Jun Li, Long Shi, Ming Ding, Dinh C. Nguyen, Wen Chen, Zhu Han
Industrial Metaverse: Enabling Technologies, Open Problems, and Future Trends. CoRR (2024)
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR (2024)
Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana
Holistic Survey of Privacy and Fairness in Machine Learning. CoRR (2023)
Quy Vu Khanh, Abdellah Chehri, Quy Nguyen Minh, Dang Van Anh, Dinh C. Nguyen
Performance Evaluation of Fog-to-Cloud Computing Schemes for IoMT Systems Using Queuing Models. GLOBECOM (2023)
Tao Huang, Jianan Liu, Xi Zhou, Dinh C. Nguyen, Mostafa Rahimi Azghadi, Yuxuan Xia, Qing-Long Han, Sumei Sun
V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges. CoRR (2023)
Shiying Zhang, Jun Li, Long Shi, Ming Ding, Dinh C. Nguyen, Wuzheng Tan, Jian Weng, Zhu Han
Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems. CoRR (2023)
Dinh C. Nguyen, Quoc-Viet Pham, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne, Zihuai Lin, Octavia A. Dobre, Won-Joo Hwang
Federated Learning for Smart Healthcare: A Survey. ACM Comput. Surv. 55 (3) (2023)
Kanishka Ranaweera, David B. Smith, Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Thierry Rakotoarivelo, Aruna Seneviratne
Improving the Utility of Differentially Private SGD by Employing Wavelet Transforms. BigData (2023)
Minh K. Quan, Dinh C. Nguyen, Van-Dinh Nguyen, Mayuri Wijayasundara, Sujeeva Setunge, Pubudu N. Pathirana
HierSFL: Local Differential Privacy-Aided Split Federated Learning in Mobile Edge Computing. VCC (2023)
Dinh C. Nguyen, David J. Love, Christopher G. Brinton
Intelligent Spectrum Sensing and Resource Allocation in Cognitive Networks via Deep Reinforcement Learning. ICC (2023)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor
Cooperative Task Offloading and Block Mining in Blockchain-Based Edge Computing With Multi-Agent Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 22 (4) (2023)
Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana
Federated Learning with Provable Security Against Malicious Clients in IoT Networks. VCC (2023)
Van-Dinh Nguyen, Thang X. Vu, Nhan Thanh Nguyen, Dinh C. Nguyen, Markku J. Juntti, Nguyen Cong Luong, Dinh Thai Hoang, Diep N. Nguyen, Symeon Chatzinotas
Network-Aided Intelligent Traffic Steering in 6G ORAN: A Multi-Layer Optimization Framework. CoRR (2023)
Van-Dinh Nguyen, Thang X. Vu, Nhan Thanh Nguyen, Dinh C. Nguyen, Markku J. Juntti, Nguyen Cong Luong, Dinh Thai Hoang, Diep N. Nguyen, Symeon Chatzinotas
Enabling Intelligent Traffic Steering in A Hierarchical Open Radio Access Network. GLOBECOM (2023)
Van Anh Dang, Quy Vu Khanh, Van-Hau Nguyen, Tien Nguyen, Dinh C. Nguyen
Intelligent Healthcare: Integration of Emerging Technologies and Internet of Things for Humanity. Sensors 23 (9) (2023)
Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi, Gokul Yenduri, Sweta Bhattacharya, Thippa Reddy Gadekallu
Incentive techniques for the Internet of Things: A survey. J. Netw. Comput. Appl. 206 (2022)
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Louise A. Corben, Malcolm Horne, David J. Szmulewicz
Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia. EMBC (2022)
Thippa Reddy Gadekallu, Quoc-Viet Pham, Dinh C. Nguyen, Praveen Kumar Reddy Maddikunta, Natarajan Deepa, B. Prabadevi, Pubudu N. Pathirana, Jun Zhao, Won-Joo Hwang
Blockchain for Edge of Things: Applications, Opportunities, and Challenges. IEEE Internet Things J. 9 (2) (2022)
Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding, Symeon Chatzinotas, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya
Intelligent Blockchain-Based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. IEEE Netw. 36 (6) (2022)
Quoc-Viet Pham, Rukhsana Ruby, Fang Fang, Dinh C. Nguyen, Zhaohui Yang, Mai Le, Zhiguo Ding, Won-Joo Hwang
Aerial Computing: A New Computing Paradigm, Applications, and Challenges. IEEE Internet Things J. 9 (11) (2022)
Dinh C. Nguyen, Seyyedali Hosseinalipour, David J. Love, Pubudu N. Pathirana, Christopher G. Brinton
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Albert Y. Zomaya
Federated Learning for COVID-19 Detection With Generative Adversarial Networks in Edge Cloud Computing. IEEE Internet Things J. 9 (12) (2022)
Natarajan Deepa, Quoc-Viet Pham, Dinh C. Nguyen, Sweta Bhattacharya, B. Prabadevi, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Fang Fang, Pubudu N. Pathirana
A survey on blockchain for big data: Approaches, opportunities, and future directions. Future Gener. Comput. Syst. 131 (2022)
Dinh C. Nguyen, Seyyedali Hosseinalipour, David J. Love, Pubudu N. Pathirana, Christopher G. Brinton
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing. CoRR (2022)
Quoc-Viet Pham, Rukhsana Ruby, Fang Fang, Dinh C. Nguyen, Zhaohui Yang, Mai Le, Zhiguo Ding, Won-Joo Hwang
Aerial Computing: A New Computing Paradigm, Applications, and Challenges. CoRR (2022)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, Dusit Niyato, Octavia A. Dobre, H. Vincent Poor
6G Internet of Things: A Comprehensive Survey. IEEE Internet Things J. 9 (1) (2022)
Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding, Symeon Chatzinotas, Pubudu N. Pathirana, Aruna Seneviratne, Octavia A. Dobre, Albert Y. Zomaya
Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges. CoRR (2022)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain. IEEE ICBC (2021)
Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. CoRR (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne
Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey. IEEE Access 9 (2021)
Dinh C. Nguyen, Quoc-Viet Pham, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne, Zihuai Lin, Octavia A. Dobre, Won-Joo Hwang
Federated Learning for Smart Healthcare: A Survey. CoRR (2021)
Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang
Swarm intelligence for next-generation networks: Recent advances and applications. J. Netw. Comput. Appl. 191 (2021)
Prabadevi B, Natarajan Deepa, Quoc-Viet Pham, Dinh C. Nguyen, Praveen Kumar Reddy Maddikunta, G. Thippa Reddy, Pubudu N. Pathirana, Octavia A. Dobre
Toward Blockchain for Edge-of-Things: A New Paradigm, Opportunities, and Future Directions. CoRR (2021)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks. CCGRID (2021)
Dinh C. Nguyen, Ming Ding, Quoc-Viet Pham, Pubudu N. Pathirana, Long Bao Le, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges. IEEE Internet Things J. 8 (16) (2021)
Dinh C. Nguyen, Ming Ding, Quoc-Viet Pham, Pubudu N. Pathirana, Long Bao Le, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges. CoRR (2021)
Thang Ngo, Dinh C. Nguyen, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
Diagnosis Cerebellar Ataxia using Deep Learning with Time Series Transformed Image. EMBC (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor
Federated Learning for Industrial Internet of Things in Future Industries. CoRR (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor
Utility Optimization for Blockchain Empowered Edge Computing with Deep Reinforcement Learning. ICC (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor
Federated Learning for Internet of Things: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 23 (3) (2021)
Prabadevi B, Natarajan Deepa, Quoc-Viet Pham, Dinh C. Nguyen, M. Praveen Kumar Reddy, G. Thippa Reddy, Pubudu N. Pathirana, Octavia A. Dobre
Toward Blockchain for Edge-of-Things: A New Paradigm, Opportunities, and Future Directions. IEEE Internet Things Mag. 4 (2) (2021)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Secure Computation Offloading in Blockchain Based IoT Networks With Deep Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain. CoRR (2021)
Dinh C. Nguyen, Peng Cheng, Ming Ding, David López-Pérez, Pubudu N. Pathirana, Jun Li, Aruna Seneviratne, Yonghui Li, H. Vincent Poor
Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective. IEEE Commun. Surv. Tutorials 23 (1) (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey. CoRR (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Albert Y. Zomaya
Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing. CoRR (2021)
Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, Dusit Niyato, H. Vincent Poor
Federated Learning for Industrial Internet of Things in Future Industries. IEEE Wirel. Commun. 28 (6) (2021)
Thippa Reddy Gadekallu, Quoc-Viet Pham, Dinh C. Nguyen, Praveen Kumar Reddy Maddikunta, Natarajan Deepa, Prabadevi B, Pubudu N. Pathirana, Jun Zhao, Won-Joo Hwang
Blockchain for Edge of Things: Applications, Opportunities, and Challenges. CoRR (2021)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
BEdgeHealth: A Decentralized Architecture for Edge-Based IoMT Networks Using Blockchain. IEEE Internet Things J. 8 (14) (2021)
Natarajan Deepa, Quoc-Viet Pham, Dinh C. Nguyen, Sweta Bhattacharya, Prabadevi B, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Fang Fang, Pubudu N. Pathirana
A Survey on Blockchain for Big Data: Approaches, Opportunities, and Future Directions. CoRR (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Blockchain for 5G and beyond networks: A state of the art survey. J. Netw. Comput. Appl. 166 (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Blockchain as a Service for Multi-Access Edge Computing: A Deep Reinforcement Learning Approach. CoRR (2020)
Dinh C. Nguyen, Peng Cheng, Ming Ding, David López-Pérez, Pubudu N. Pathirana, Jun Li, Aruna Seneviratne, Yonghui Li, H. Vincent Poor
Wireless AI: Enabling an AI-Governed Data Life Cycle. CoRR (2020)
Quoc-Viet Pham, Dinh C. Nguyen, Seyedali Mirjalili, Dinh Thai Hoang, Diep N. Nguyen, Pubudu N. Pathirana, Won-Joo Hwang
Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications. CoRR (2020)
Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang, Pubudu N. Pathirana
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts. IEEE Access 8 (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Blockchain and Edge Computing for Decentralized EMRs Sharing in Federated Healthcare. GLOBECOM (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges. IEEE Commun. Surv. Tutorials 22 (4) (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Privacy-Preserved Task Offloading in Mobile Blockchain With Deep Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Blockchain for 5G and Beyond Networks: A State of the Art Survey. CoRR (2019)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges. CoRR (2019)
Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne
Blockchain for Secure EHRs Sharing of Mobile Cloud Based E-Health Systems. IEEE Access 7 (2019)
Dinh C. Nguyen, Khoa D. Nguyen, Pubudu N. Pathirana
A Mobile Cloud based IoMT Framework for Automated Health Assessment and Management. EMBC (2019)