Privacy in Data Systems

Summary: Perturb individual records and reconstruct original value distributions to build decision-tree classifiers and enable association-rule mining with accuracy comparable to using raw data. Introduce “Hippocratic databases” — principles, challenges, and solution directions for embedding privacy responsibility into database systems. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: h06c4b1d6f60d1661
Venue: PODS
Year: 2003
Pagerank: 4.9793485e-05
Overall Rank: 13,099 | 11.93%
DOI: 10.1145/773153.773157

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Rakesh Agrawal (IBM)

BibTeX Citation

@inproceedings{agrawal_pods03,
        address = {New York, NY, USA},
        series = {{PODS} '03},
        title = {{Privacy in Data Systems}},
        url = {https://dl.acm.org/doi/10.1145/773153.773157},
        doi = {10.1145/773153.773157},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Agrawal, Rakesh},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
68	Privacy-Preserving Data Mining	2000	SIGMOD	0.00037958605
254	On the Design and Quantification of Privacy Preserving Data Mining Algorithms	2001	PODS	0.00023020039
411	Hippocratic Databases	2002	VLDB	0.00018699914
1,872	Information Sharing Across Private Databases	2003	SIGMOD	9.4632771e-05
2,933	Watermarking Relational Databases	2002	VLDB	7.8402509e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	3,293	Privacy-preserving Anonymization of Set-valued Data	2008	VLDB
2	11,949	Privacy: From Database Reconstruction to Legal Theorems	2021	PODS
3	6,564	Differential Privacy in Data Publication and Analysis	2012	SIGMOD
4	12,647	Database Access Control & Privacy: Is There A Common Ground?	2011	CIDR
5	4,086	Differential Privacy in Telco Big Data Platform	2015	VLDB
6	411	Hippocratic Databases	2002	VLDB
7	226	Limiting Privacy Breaches in Privacy Preserving Data Mining	2003	PODS
8	1,239	Maintaining Data Privacy in Association Rule Mining	2002	VLDB
9	254	On the Design and Quantification of Privacy Preserving Data Mining Algorithms	2001	PODS
10	68	Privacy-Preserving Data Mining	2000	SIGMOD