罗密欧:加密领域中HDL设计的转换与评估

Charles Gouert, N. G. Tsoutsos
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引用次数: 8

摘要

随着云计算变得越来越普遍,保护外包给第三方的数据的机密性成为一个优先事项。虽然加密是解决这个问题的自然方法,但传统算法可能只保护静态和传输中的数据,而不支持加密处理。在这项工作中,我们介绍了ROMEO,它可以使用同态加密对云中的数据进行易于使用的隐私保护处理。ROMEO自动转换在Verilog HDL中表达的任意程序为等效的同态电路,使用加密输入进行评估。在我们的实验中,我们使用了加密电路,如AES,以及来自ISCAS ' 85和ISCAS ' 89套件的基准测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Romeo: Conversion and Evaluation of HDL Designs in the Encrypted Domain
As cloud computing becomes increasingly ubiquitous, protecting the confidentiality of data outsourced to third parties becomes a priority. While encryption is a natural solution to this problem, traditional algorithms may only protect data at rest and in transit, but do not support encrypted processing. In this work we introduce ROMEO, which enables easy-to-use privacy-preserving processing of data in the cloud using homomorphic encryption. ROMEO automatically converts arbitrary programs expressed in Verilog HDL into equivalent homomorphic circuits that are evaluated using encrypted inputs. For our experiments, we employ cryptographic circuits, such as AES, and benchmarks from the ISCAS’85 and ISCAS’89 suites.
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