HECATE: Performance-Aware Scale Optimization for Homomorphic Encryption Compiler

Author:

Lee Yongwoo1,Heo Seonyeong2,Cheon Seonyoung1,Jeong Shinnung1,Kim Changsu3,Kim Eunkyung4,Lee Dongyoon5,Kim Hanjun1

Affiliation:

1. Yonsei University,Seoul,Republic of Korea

2. ETH Zurich,Zurich,Switzerland

3. Seoul National University,Seoul,Republic of Korea

4. Samsung SDS,Seoul,Republic of Korea

5. Stony Brook University,Stony Brook,USA

Funder

Samsung

Publisher

IEEE

Reference51 articles.

1. SoK: Fully Homomorphic Encryption Compilers

2. E3: A framework for compiling c++ programs with encrypted operands;chielle;Cryptology ePrint Archive,2018

3. Marble

4. RAMPARTS

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1. A Tensor Compiler with Automatic Data Packing for Simple and Efficient Fully Homomorphic Encryption;Proceedings of the ACM on Programming Languages;2024-06-20

2. MLIR-Based Homomorphic Encryption Compiler for GPU;14th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART'24));2024-06-19

3. CiFlow: Dataflow Analysis and Optimization of Key Switching for Homomorphic Encryption;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

4. HEaaN.MLIR: An Optimizing Compiler for Fast Ring-Based Homomorphic Encryption;Proceedings of the ACM on Programming Languages;2023-06-06

5. PPNNBP: A Third Party Privacy-Preserving Neural Network With Back-Propagation Learning;IEEE Access;2023

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