MOFHEI converts pretrained models into homomorphically encryption-friendly versions and prunes them in blocks aligned with batch packing, cutting HE operations by up to 93%.
Helayers: A tile tensors framework for large neural networks on encrypted data,
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MOFHEI: Model Optimizing Framework for Fast and Efficient Homomorphically Encrypted Neural Network Inference
MOFHEI converts pretrained models into homomorphically encryption-friendly versions and prunes them in blocks aligned with batch packing, cutting HE operations by up to 93%.