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.
Authors
- Kimon Antonios Provatas
- Ilias Georgakopoulos-Soares
Publication Details
- Journal
- PubMed
- Published
- 2026-02-25
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 0.00