SLSGD: Secure and Efficient Distributed On-device Machine Learning
SLSGD: Secure and Efficient Distributed On-device Machine Learning
Cong Xie,Oluwasanmi Koyejo,Indranil Gupta
2019 · DOI: 10.1007/978-3-030-46147-8_13
60 Citations
TLDR
The proposed algorithm has provable convergence and robustness under non-IID settings and stabilizes the convergence and tolerates data poisoning on a small number of workers.