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20062024
most citedFederated Learning for Internet of Things: A Comprehensive Survey

1.5k citations · 5.4k across the 33 of their papers we have counts for

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7 papers · 1 filter

eess.SP2021★ 5 cited

Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +2

COVID-19 has spread rapidly across the globe and become a deadly pandemic. Recently, many artificial intelligence-based approaches have been used for COVID-19 detection, but they o…

eess.SP2021★ 184 cited

BEdgeHealth: A Decentralized Architecture for Edge-based IoMT Networks Using Blockchain

Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding +1

The healthcare industry has witnessed significant transformations in e-health services by using mobile edge computing (MEC) and blockchain to facilitate healthcare operations. Many…

eess.SP2021

Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +3

The convergence of mobile edge computing (MEC) and blockchain is transforming the current computing services in mobile networks, by offering task offloading solutions with security…

eess.SP2021★ 1.4k cited

6G Internet of Things: A Comprehensive Survey

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +5

The sixth generation (6G) wireless communication networks are envisioned to revolutionize customer services and applications via the Internet of Things (IoT) towards a future of fu…

eess.SP2021★ 1.5k cited

Federated Learning for Internet of Things: A Comprehensive Survey

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana +3

The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of intelligent services and applications empowered by artificial intelligence (AI).…

eess.SP2019★ 171 cited

Privacy-Preserved Task Offloading in Mobile Blockchain with Deep Reinforcement Learning

Dinh C. Nguyen, Pubudu N. Pathirana, Ming Ding +1

Blockchain technology with its secure, transparent and decentralized nature has been recently employed in many mobile applications. However, the mining process in mobile blockchain…