Demo: Rotating Wide Tensors with HElayers

Tutorial-HEPack4ML '23: Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML(2023)

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摘要
Tile tensor is a recent data structure accompanied by a rich language that fully homomorphic encryption (FHE) programmers can use to easily describe their solution. We demonstrate the tile tensor power by showing a technique that enables transparent handling of inputs larger than the selected ciphertext size. Specifically, we explain how to emulate large ciphertext operations using smaller ones without modifying the original packing design.
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