mlsanityData to 14 Oct 2026

PySEAL: A Python wrapper implementation of the SEAL homomorphic encryption library

arXiv 1803.01891 ↗First posted 5 Mar 2018q-bio.QM cs.CRcited by 1

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Abstract (arXiv)

Motivation: The ability to perform operations on encrypted data has a growing number of applications in bioinformatics, with implications for data privacy in health care and biosecurity. The SEAL library is a popular implementation of fully homomorphic encryption developed in C++ by Microsoft Research. Despite the advantages of C++, Python is a flexible and dominant programming language that enables rapid prototyping of bioinformatics pipelines. Results: In an effort to make homomorphic encryption accessible to a broader range of bioinformatics scientists and applications, we present a Python binding implementation of the popular homomorphic encryption library, SEAL, using pybind11. The software contains a Docker image to facilitate easy installation and execution of the SEAL build process. Availability: All code is publicly available at https://github.com/Lab41/PySEAL Contact: [email protected] Supplementary information: Supplementary information is available on the Lab41 GitHub.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 5 Mar 2018.

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