Abstract: Described herein is a secure integrated storage and analysis solution for personal genomic applications. The method guarantees data privacy whilst enabling access and ongoing analysis of genomic data when required. Described is a computer implemented homomorphic encryption method for securely producing natively encrypted sequencing data in a way that allows subsequent analysis on the encrypted data without requiring the file to be decrypted.