Secure Change-Point Detection for Time Series under Homomorphic Encryption

Federico Mazzone, Giorgio Micali, Massimiliano Pronesti

We introduce the first method for change-point detection on encrypted time series. Our approach employs the CKKS homomorphic encryption scheme to detect shifts in statistical prope…