Secure Dimensionality Reduction: Applying Linear Discriminant Analysis over the TFHE Homomorphic Encryption Scheme
Published in Proceedings of the 14th International Conference on Information and Communication Technology Convergence (ICTC), 2023
We apply TFHE to implement linear discriminant analysis, enabling secure dimensionality reduction for encrypted data.
Recommended citation: G.W. Jeon, M.Y. Hong, J.S. Yoo, J.W. Yoon, B.K. Song. (2023). "Secure Dimensionality Reduction: Applying Linear Discriminant Analysis over the TFHE Homomorphic Encryption Scheme." In Proceedings of the 14th International Conference on Information and Communication Technology Convergence (ICTC).