Hosung Joo

Instance-Wise Laplace Mechanism via Deep Reinforcement Learning (Student Abstract)

Recent research has shown a growing interest in per-instance differential privacy (pDP), highlighting the fact that each data instance within a dataset may incur distinct levels of privacy loss. However, conventional additive noise mechanisms apply identical noise to all query outputs, thereby deter…