Research Article
Key-Value Data Collection with Distribution Estimation under Local Differential Privacy
| Symbol | Description |
| | Domain of key-value data | | Key-value data set of user | | Domain of the key, | | Domain of the padded key, | | Domain size of the key | | Padding length | | Domain size of the padded key, | | Vector encoded by sampled key-value pair | | Randomized output vector | or | The -th element of vector or | | The key of | | The value of | | The perturbed key of | | The perturbed value of | | True frequency of the key | | Estimated frequency of the key | | Postprocessed frequency of the key |
|
|