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. Author manuscript; available in PMC: 2020 Jan 1.
Published in final edited form as: IEEE/ACM Trans Comput Biol Bioinform. 2018 Apr 24;16(1):93–102. doi: 10.1109/TCBB.2018.2829760

TABLE 1:

Previous research works in secure and privacy-preserving GWAS in chronological order

Existing Techniques Year Secret Sharing Homomorphic Encryption Differential Privacy Intel SGX
Bogdanov et al. [4] 2014 ✓
Lauter et al. [5] 2014 ✓
Tramèr et al. [6] 2015 ✓
FORESEE [7] 2015 ✓
Simmons et al. [8] 2016 ✓
Shahbazi et al. [9] 2016 ✓
PRINCESS [10] 2017 ✓
SAFETY (our proposal) 2017 ✓ ✓