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Much higher accuracy security approximation #352

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merged 4 commits into from
Feb 21, 2024

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ryanorendorff
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@ryanorendorff ryanorendorff commented Feb 21, 2024

Increases the accuracy of the LWE security estimator significantly by fully sampling the space from 386 to 2048 dimensions, 78 to 130 bits of security. This introduces a convex polytope type to give users information on where specifically the approximation is valid.

The new TFHE standard deviation value was validated against the simulator to ensure a good match with the approximation (80.04 bits of security).

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@samtay samtay left a comment

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lgtm!

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@ryanorendorff ryanorendorff enabled auto-merge (squash) February 21, 2024 19:56
@ryanorendorff ryanorendorff merged commit c4c8d11 into main Feb 21, 2024
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@ryanorendorff ryanorendorff deleted the update-security-approximation branch February 21, 2024 20:14
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3 participants