- Security & Smart Contract I
- Approximate Homomorphic Encryption and Privacy Preserving Data Analysis
- 2018-09-14 14:35-15:15
- Homomorphic encryption is an encryption method to allow arbitrary computation on encrypted data. It is regarded as the best tool for data analytics without privacy leakage.
In this talk we will introduce a recent development of homomorphic encryption and their implementation results.
Further we introduce its application to privacy preserving medical data analysis. It includes logistic regression and principal component analysis on encrypted data.