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故障何时何地重要:CKKS乘法中瞬态错误的研究

When and Where Faults Matter: A Study of Transient Errors in CKKS Multiplication

Vattana Chan, Matías Mazzanti, Karthik Swaminathan, Augusto Vega, Esteban Mocskos, Radha Venkatagiri

arXiv 2608.11147首次发表:更新:

AI 中文总结

本文研究全同态加密计算中的瞬态错误,聚焦未优化CKKS方案的服务器端同态乘法,发现密文分量\boldsymbol{c}_0和\boldsymbol{c}_1中错误的时机与位置对最终FHE输出正确性有显著影响。

AI 中文摘要

同态加密(HE)是一种隐私保护加密范式,可直接对加密数据进行计算而无需解密。本文研究全同态加密(FHE)计算中的错误,尤其关注未优化的CKKS(Cheon-Kim-Kim-Song)方案中服务器端的同态乘法。研究表明,密文分量\boldsymbol{c}_0和\boldsymbol{c}_1中错误的时机与位置,对最终FHE输出的正确性均有显著影响。

英文摘要

Homomorphic Encryption (HE) is a privacy-preserving encryption paradigm that enables computation directly on encrypted data without requiring decryption. In this paper, we study errors in fully homomorphic encryption (FHE) computations, with a particular focus on server-side homomorphic multiplication in the unoptimized CKKS (Cheon--Kim--Kim--Song) scheme. We show that both the timing and the location of errors in the ciphertext components \(c_0\) and \(c_1\) have a significant impact on the correctness of the final FHE output.

Comments3 pages, 2 figures

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