Speed-up of Data Analysis with Kernel Trick in Encrypted Domain

Joon Soo Yoo, Baek Kyung Song, Tae Min Ahn +2

Homomorphic encryption (HE) is pivotal for secure computation on encrypted data, crucial in privacy-preserving data analysis. However, efficiently processing high-dimensional data…