62 citations · 95 across the 4 of their papers we have counts for
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cs.CR2021★ 13 cited
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU
Sijun Tan, Brian Knott, Yuan Tian +1
We introduce CryptGPU, a system for privacy-preserving machine learning that implements all operations on the GPU (graphics processing unit). Just as GPUs played a pivotal role in…
cs.CR2020★ 11 cited
Secure multiparty computations in floating-point arithmetic
Chuan Guo, Awni Hannun, Brian Knott +3
Secure multiparty computations enable the distribution of so-called shares of sensitive data to multiple parties such that the multiple parties can effectively process the data whi…