Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning

Hoang M. Ngo, Nhat Hoang-Xuan, Quan Nguyen +3

Quantum Machine Learning (QML) promises significant computational advantages, but preserving training data privacy remains challenging. Classical approaches like differentially pri…