Non-Reversible Privacy Transformations
Summary: Proposes non-reversible privacy transformations for numeric databases that block record recovery while preserving aggregate query utility. Analyzes two families: enhanced noise injection (including randomized-response hybrids) and exact/approximate data-swapping that maintains or closely preserves statistics. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Steven P. Reiss
- 2. Mark J. Post
- 3. Tore Dalenius
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,664 | PrivateClean: Data Cleaning and Differential Privacy | 2016 | SIGMOD | 6.0058132e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 957 | Privacy Preserving OLAP | 2005 | SIGMOD | 0.00015065499 |
| 6,480 | Differential Privacy in Data Publication and Analysis | 2012 | SIGMOD | 5.0396886e-05 |
| 12,625 | Privacy in Data Systems | 2003 | PODS | 4.1905499e-05 |
| 12,351 | Distribution-based Microdata Anonymization | 2009 | VLDB | 4.1905499e-05 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 3,382 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1538038e-05 |
| 12,309 | Privacy Preservation of Aggregates in Hidden Databases: Why and How? | 2009 | SIGMOD | 4.1905499e-05 |
| 3,769 | Output Perturbation with Query Relaxation | 2008 | VLDB | 6.7744696e-05 |
| 8,791 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4459403e-05 |
| 137 | Revealing Information while Preserving Privacy | 2003 | PODS | 0.00042381562 |