Publications
Contributions to cryptography, and arithmetic geometry.
Journal Article
Secure Addition of Floating Points
International Journal of Applied Cryptography
2024
Abstract
Secure multi-party computation (MPC) and homomorphic encryption are powerful tools for computing with secret numbers without revealing inputs or intermediate values. To securely achieve high accuracy with varying number sizes, one needs to work with floating points in the secret domain. The main bottleneck of secure floating points is addition. We improve its efficiency by designing a protocol for multiple additions, using standard building blocks available in most MPC platforms. The more additions n are combined, the larger the relative gain — up to a factor of 13 with n = 1,024. Additionally, we introduce a new protocol for securely computing the bitlength (given upper bound M), the first with linear time complexity and constant round complexity.
Master's Thesis
On Certain Elliptic Surfaces With j-Invariant Zero Over Prime Fields of Positive Characteristic
University of Groningen
2023