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Secure numerical simulations using fully homomorphic encryption
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DOI：10.1016/j.cpc.2025.109868.png)
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Abstract
En 中文
• Develop algorithms for using fully homomorphic encryption in computational science. • Implement secure finite difference methods with the CKKS scheme. • Analyze accuracy and performance of CKKS operations within the OpenFHE library. • Perform cryptographically secured numerical simulations of PDEs. • Introduce Julia packages OpenFHE.jl and SecureArithmetic.jl.
Keywords:
65-04
65M06
65Y99
Secure numerical simulations
Fully homomorphic encryption
CKKS scheme
OpenFHE
Julia programming language
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