Ipsec2023

Our workshop paper, “Performance Impact Analysis of Homomorphic Encryption: A Case Study Using Linear Regression as an Example”, has been accepted for presentation at the 18th International Conference on Information Security Practice and Experience (ISPEC). In this study, we delve into the performance of homomorphic encryption through real-world applications of linear regression. The verdict? While homomorphic linear regression takes minutes, slower than its non-homomorphic counterpart, it stands out for its security features.