BLB combines operator-level fusion with a new secure CKKS-to-MPC conversion, reporting up to 21x less communication and 13x lower GPU latency than BOLT for private Transformer inference.
A full rns variant of approx- imate homomorphic encryption
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Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC
BLB combines operator-level fusion with a new secure CKKS-to-MPC conversion, reporting up to 21x less communication and 13x lower GPU latency than BOLT for private Transformer inference.