16 citations · 22 across the 13 of their papers we have counts for
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cs.CR2026
Degree-Constrained Interval Optimization for Minimax Polynomial Approximation in Homomorphic Encryption
Jiheon Woo, Donggyun Ryu, Yongjune Kim
Homomorphic encryption (HE) enables privacy-preserving inference under arithmetic constraints that restrict encrypted evaluation to additions and multiplications. As a result, non-…
cs.CR2023★ 2 cited
Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption
Junghyun Lee, Eunsang Lee, Young-Sik Kim +4
Recent studies have explored the deployment of privacy-preserving deep neural networks utilizing homomorphic encryption (HE), especially for private inference (PI). Many works have…