April 12, 2023, 1:10 a.m. | David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew Schmidt, Ajey Jacob, Benedict Reynwar, Kellie Canida, Akhilesh Jaiswal, C

cs.CR updates on arXiv.org arxiv.org

Secure computation is of critical importance to not only the DoD, but across
financial institutions, healthcare, and anywhere personally identifiable
information (PII) is accessed. Traditional security techniques require data to
be decrypted before performing any computation. When processed on untrusted
systems the decrypted data is vulnerable to attacks to extract the sensitive
information. To address these vulnerabilities Fully Homomorphic Encryption
(FHE) keeps the data encrypted during computation and secures the results, even
in these untrusted environments. However, FHE requires a …

accelerator address attacks computation critical data dod encrypted encryption environments extract fhe financial financial institutions fully homomorphic encryption healthcare homomorphic encryption information institutions operations performing personally identifiable information pii results secure computation security sensitive information systems techniques unencrypted untrusted vulnerabilities vulnerable

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