Achieving Prior-Aligned Utility-Privacy Trade-Off for Data Sharing
In privacy-aware data sharing, achieving a prior-aligned trade-off between task utility and sensitive information leakage remains a critical and challenging problem. Conventional approaches typically adopt coarse-grained feature selection strategies, often sharing all attributes or fixed subsets without fine differenti...