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2020 – today
- 2024
[j31]Vu Khanh Quy
, Dinh C. Nguyen, Dang Van Anh, Nguyen Minh Quy:
Federated learning for green and sustainable 6G IIoT applications. Internet Things 25: 101061 (2024)- [j30]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): 12115-12131 (2024) - [j29]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): 24814-24830 (2024) - [j28]Dinh C. Nguyen, Viet Quoc Pham, Seyyedali Hosseinalipour, Zehui Xiong, Tuan M. Hoang Trong, Yonina C. Eldar:
Guest Editorial: Federated Learning for Industrial Internet of Things. IEEE Internet Things Mag. 7(5): 12-13 (2024) - [j27]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): 389-405 (2024) - [j26]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): 3259-3285 (2024) - [c14]Quoc Bao Phan, Linh Nguyen, Tuy Tan Nguyen, Dinh C. Nguyen:
Privacy-Preserving X-ray Image Enhancement: A GAN-Cybersecurity-Based Approach. ICCE 2024: 1-4 - [i26]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 abs/2401.08723 (2024) - [i25]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 abs/2402.06682 (2024) - [i24]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 abs/2405.08542 (2024) - [i23]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 abs/2406.03820 (2024) - 2023
- [j25]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): 60:1-60:37 (2023) - [j24]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): 4200 (2023) - [j23]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): 2021-2037 (2023) - [c13]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. IEEE Big Data 2023: 1352-1359 - [c12]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: 1096-1100 - [c11]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: 5232-5237 - [c10]Dinh C. Nguyen, David J. Love, Christopher G. Brinton:
Intelligent Spectrum Sensing and Resource Allocation in Cognitive Networks via Deep Reinforcement Learning. ICC 2023: 4603-4608 - [c9]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: 103-108 - [c8]Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana:
Federated Learning with Provable Security Against Malicious Clients in IoT Networks. VCC 2023: 311-316 - [i22]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 abs/2302.02711 (2023) - [i21]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 abs/2307.15838 (2023) - [i20]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 abs/2309.11039 (2023) - [i19]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 abs/2310.03525 (2023) - 2022
- [j22]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: 209-226 (2022) - [j21]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): 359-383 (2022) - [j20]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): 964-988 (2022) - [j19]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): 8339-8363 (2022) - [j18]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): 10257-10271 (2022) - [j17]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: 103464 (2022) - [j16]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): 3373-3390 (2022) - [j15]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): 12-19 (2022) - [c7]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: 4925-4928 - [i18]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 abs/2203.09670 (2022) - [i17]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 abs/2204.02005 (2022) - [i16]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 abs/2206.09009 (2022) - 2021
- [j14]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: 95730-95753 (2021) - [j13]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): 553-595 (2021) - [j12]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): 1622-1658 (2021) - [j11]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): 11743-11757 (2021) - [j10]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): 12806-12825 (2021) - [j9]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): 102-108 (2021) - [j8]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: 103141 (2021) - [j7]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): 3192-3208 (2021) - [j6]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): 192-199 (2021) - [c6]Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
Deep Reinforcement Learning for Collaborative Offloading in Heterogeneous Edge Networks. CCGRID 2021: 297-303 - [c5]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: 3101-3104 - [c4]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: 1-8 - [c3]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: 1-6 - [i15]Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
A Cooperative Architecture of Data Offloading and Sharing for Smart Healthcare with Blockchain. CoRR abs/2103.10186 (2021) - [i14]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 abs/2104.01776 (2021) - [i13]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 abs/2104.13049 (2021) - [i12]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 abs/2105.14659 (2021) - [i11]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 abs/2106.14631 (2021) - [i10]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 abs/2107.14040 (2021) - [i9]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 abs/2110.05022 (2021) - [i8]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 abs/2110.07136 (2021) - [i7]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 abs/2111.08834 (2021) - 2020
- [j5]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: 130820-130839 (2020) - [j4]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): 2521-2549 (2020) - [j3]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: 102693 (2020) - [j2]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): 2536-2549 (2020) - [c2]Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
Blockchain and Edge Computing for Decentralized EMRs Sharing in Federated Healthcare. GLOBECOM 2020: 1-6 - [i6]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 abs/2001.08165 (2020) - [i5]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 abs/2003.00866 (2020) - [i4]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 abs/2007.15221 (2020) - [i3]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 abs/2009.00858 (2020)
2010 – 2019
- 2019
- [j1]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: 66792-66806 (2019) - [c1]Dinh C. Nguyen, Khoa D. Nguyen, Pubudu N. Pathirana:
A Mobile Cloud based IoMT Framework for Automated Health Assessment and Management. EMBC 2019: 6517-6520 - [i2]Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
Integration of Blockchain and Cloud of Things: Architecture, Applications and Challenges. CoRR abs/1908.09058 (2019) - [i1]Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding, Aruna Seneviratne:
Blockchain for 5G and Beyond Networks: A State of the Art Survey. CoRR abs/1912.05062 (2019)
Coauthor Index
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