Nimbus speeds up secure two-party Transformer inference using a client-side outer-product protocol for linear layers and distribution-aware low-degree polynomial approximations for non-linear layers.
Fully homomorphic encryption using ideal lattices
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Nimbus: Secure and Efficient Two-Party Inference for Transformers
Nimbus speeds up secure two-party Transformer inference using a client-side outer-product protocol for linear layers and distribution-aware low-degree polynomial approximations for non-linear layers.