Run-Ze He

From Membership-Privacy Leakage to Quantum Machine Unlearning

2025 · arXiv (Cornell University)

Quantum machine learning (QML) has the potential to achieve quantum advantage for specific tasks by combining quantum computation with classical machine learning (ML). In classical ML, a significant challenge is membership-privacy leakage, whereby an attacker …