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SLSGD: Secure and Efficient Distributed On-device Machine Learning

Cong Xie, Oluwasanmi Koyejo, Indranil Gupta

2020Lecture notes in computer science35 citationsDOI

Topics & Concepts

Computer scienceRobustness (evolution)Convergence (economics)Distributed learningDistributed computingDistributed algorithmConsensus algorithmArtificial intelligenceTheoretical computer scienceAlgorithmBiochemistryChemistryPedagogyPsychologyGeneEconomic growthEconomicsPrivacy-Preserving Technologies in DataBlockchain Technology Applications and SecurityStochastic Gradient Optimization Techniques
SLSGD: Secure and Efficient Distributed On-device Machine Learning | Litcius