privacy-utility trade-offs

3 papers

• A Private Approximation of the 2nd-Moment Matrix of Any Subsamplable Input
• Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy
• PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectors