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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)

Paper ID
619
Venue
PODS
Year
1982
Pagerank
5.3097874e-05
Overall Rank
9,169 | 37.10%
DOI
10.1145/588111.588134

Incoming Non-self Citations Over Time

Authors

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)

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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