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 (Brown University)
- 2. Mark J. Post (Brown University)
- 3. Tore Dalenius (Brown University)
BibTeX Citation
@inproceedings{reiss_pods82,
address = {New York, NY, USA},
series = {{PODS} '82},
title = {{NON-REVERSIBLE PRIVACY TRANSFORMATIONS}},
url = {https://dl.acm.org/doi/10.1145/588111.588134},
doi = {10.1145/588111.588134},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Reiss, Steven P. and Post, Mark J. and Dalenius, Tore},
year = {1982}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,837 | PrivateClean: Data Cleaning and Differential Privacy | 2016 | SIGMOD | 6.4845444e-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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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|---|---|---|---|---|
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| 2 | 6,441 | Differential Privacy in Data Publication and Analysis | 2012 | SIGMOD |
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| 4 | 12,809 | Privacy in Data Systems | 2003 | PODS |
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| 6 | 3,232 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB |
| 7 | 12,495 | Privacy Preservation of Aggregates in Hidden Databases: Why and How? | 2009 | SIGMOD |
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