BDFL: A Byzantine-Fault-Tolerance Decentralized Federated Learning Method for Autonomous Vehicle

IEEE Transactions on Vehicular Technology(2021)

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摘要
Autonomous Vehicles ($AV$s) take advantage of Machine Learning (ML) for yielding improved experiences of self-driving. However, large-scale collection of $AV$s’ data for training will inevitably result in a privacy leakage problem. Federated Learning (FL) is...
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关键词
Protocols,Blockchains,Data privacy,Data models,Cryptography,Peer-to-peer computing,Fault tolerant systems
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