Privacy Preserving Serial Data Publishing By Role Composition

Summary: Introduces HD-composition for privacy-preserving publishing of dynamic serial databases with heterogeneous sensitive-value behavior—freely changing versus permanent attributes, unlike prior unrealistic models. Provides theoretical guarantees and validates the approach experimentally on real data. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9910
Venue: VLDB
Year: 2008
Pagerank: 5.4119882e-05
Overall Rank: 8,548 | 41.36%
DOI: 10.14778/1453856.1453948

Incoming Non-self Citations Over Time

Authors

1. Yingyi Bu (Chinese University of Hong Kong)
2. Ada Wai Chee Fu (Chinese University of Hong Kong)
3. Raymond Chi Wing Wong (Hong Kong University of Science and Technology)
4. Lei Chen (Hong Kong University of Science and Technology)
5. Jiuyong Li (University of South Australia)

BibTeX Citation

@article{bu_vldb08,
        title = {{Privacy Preserving Serial Data Publishing By Role Composition}},
        author = {Bu, Yingyi and Fu, Ada Wai Chee and Wong, Raymond Chi Wing and Chen, Lei and Li, Jiuyong},
        journal = {PVLDB},
        series = {{VLDB} '08},
        doi = {10.14778/1453856.1453948},
        url = {https://doi.org/10.14778/1453856.1453948},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,909	K-Automorphism: A General Framework for Privacy Preserving Network Publication	2009	VLDB	7.9708764e-05
10,550	Understanding Disclosure Risk in Differential Privacy with Applications to Noise Calibration and Auditing	2026	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
450	Incognito: Efficient Full-Domain K-Anonymity	2005	SIGMOD	0.00018155142
572	Anatomy: Simple and Effective Privacy Preservation	2006	VLDB	0.00016316092
1,010	m-Invariance: Towards Privacy Preserving Re-publication of Dynamic Datasets	2007	SIGMOD	0.00012684067
1,295	Minimality Attack in Privacy Preserving Data Publishing	2007	VLDB	0.00011272398
2,397	Personalized Privacy Preservation	2006	SIGMOD	8.6343421e-05
4,526	Hiding the Presence of Individuals from Shared Databases	2007	SIGMOD	6.6452861e-05

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9	1,010	m-Invariance: Towards Privacy Preserving Re-publication of Dynamic Datasets	2007	SIGMOD
10	9,001	Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation	2008	SIGMOD