BEDCrypt: Privacy-preserving interval analytics with homomorphic encryption.

We present BEDCrypt, a privacy-preserving system for genomic interval analytics based on homomorphic encryption in an honest-but-curious server setting. The server operates only on encrypted data and returns encrypted answers that the client decrypts locally, enabling core functionalities such as coverage summaries, interval intersections, proximity (window-style) queries, and set-similarity statistics, without revealing plaintext intervals or query genomic locations to the server.

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Publication Details

Journal
PubMed
Published
2026-02-25
Primary Topic
Privacy-Preserving Technologies in Data
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article
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article

BEDCrypt: Privacy-preserving interval analytics with homomorphic encryption.

Kimon Antonios Provatas, Ilias Georgakopoulos-Soares
PubMed
Privacy-Preserving Technologies in Data
article

BEDCrypt: Privacy-preserving interval analytics with homomorphic encryption.

Kimon Antonios Provatas, Ilias Georgakopoulos-Soares
article en

Abstract

We present BEDCrypt, a privacy-preserving system for genomic interval analytics based on homomorphic encryption in an honest-but-curious server setting. The server operates only on encrypted data and returns encrypted answers that the client decrypts locally, enabling core functionalities such as coverage summaries, interval intersections, proximity (window-style) queries, and set-similarity statistics, without revealing plaintext intervals or query genomic locations to the server.

PubMed
Openalex Percentile: Top 30%
Privacy-Preserving Technologies in Data
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BEDCrypt: Privacy-preserving interval analytics with homomorphic encryption. — Kimon Antonios Provatas, Ilias Georgakopoulos-Soares · PubMed (2026) | TGRS Research Map | TGRS