Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3116132
Abstract: Motivated by Industry 4.0, 5G-enabled unmanned aerial vehicles (UAVs; also known as drones) are widely applied in various industries. However, the open nature of 5G networks threatens the safe sharing of data. In particular, privacy… read more here.
Keywords: cross domain; horizontal federated; federated learning; decentralized horizontal ... See more keywords
ADFL: A Poisoning Attack Defense Framework for Horizontal Federated Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3156645
Abstract: Recently, federated learning has received widespread attention, which will promote the implementation of artificial intelligence technology in various fields. Privacy-preserving technologies are applied to users’ local models to protect users’ privacy. Such operations make the… read more here.
Keywords: horizontal federated; attack defense; federated learning; poisoning attack ... See more keywords