Preserving Privacy and Fairness in Peer-to-Peer Data Integration

Summary: Novel PDMS query protocol uses noise privacy for results and commutative encryption to protect mappings, enabling peer fairness. Implemented in Hyperion; security analysis shows attack resilience and interactive query times on real healthcare data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4353
Venue: SIGMOD
Year: 2010
Pagerank: 5.3251649e-05
Overall Rank: 9,087 | 37.66%
DOI: 10.1145/1807167.1807249

Incoming Non-self Citations Over Time

Authors

1. Hazem Elmeleegy (Purdue University)
2. Mourad Ouzzani (Purdue University)
3. Ahmed Elmagarmid (Purdue University)
4. Ahmad Abusalah (Purdue University; University of Minnesota)

BibTeX Citation

@inproceedings{elmeleegy_sigmod10,
        title = {{Preserving Privacy and Fairness in Peer-to-Peer Data Integration}},
        author = {Elmeleegy, Hazem and Ouzzani, Mourad and Elmagarmid, Ahmed and Abusalah, Ahmad},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807249},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807249},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,284	Lightweight Privacy-Preserving Peer-to-Peer Data Integration	2013	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
123	Revealing Information while Preserving Privacy	2003	PODS	0.00031082693
384	On the Complexity of Optimal K-Anonymity	2004	PODS	0.00019510305
450	Incognito: Efficient Full-Domain K-Anonymity	2005	SIGMOD	0.00018155142
510	Practical Privacy: The SuLQ Framework	2005	PODS	0.00017220509
884	Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues	2003	SIGMOD	0.00013419278
1,413	Controlling Access to Published Data Using Cryptography	2003	VLDB	0.00010848409
1,820	Information Sharing Across Private Databases	2003	SIGMOD	9.6791131e-05
2,268	Efficient Query Reformulation in Peer Data Management Systems	2004	SIGMOD	8.8370676e-05
4,737	Data Sharing in the Hyperion Peer Database System	2005	VLDB	6.5298079e-05
5,181	Queries and Updates in the coDB Peer to Peer Database System	2004	VLDB	6.3288114e-05
9,250	Data Sharing Through Query Translation in Autonomous Sources	2004	VLDB	5.29845e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	2,100	Logical Foundations of Peer-To-Peer Data Integration	2004	PODS
2	5,114	Architectures and Algorithms for Internet-Scale (p2p) Data Management	2004	VLDB
3	2,237	Approximate Range Selection Queries in Peer-to-Peer Systems	2003	CIDR
4	6,119	Towards High Performance Peer-to-Peer Content and Resource Sharing Systems	2003	CIDR
5	2,268	Efficient Query Reformulation in Peer Data Management Systems	2004	SIGMOD
6	1,820	Information Sharing Across Private Databases	2003	SIGMOD
7	4,531	Distributed Privacy Preserving Information Sharing	2005	VLDB
8	4,594	Distributed Query Processing and Catalogs for Peer-to-Peer Systems	2003	CIDR
9	3,546	On Reconciling Data Exchange, Data Integration, and Peer Data Management	2007	PODS
10	12,284	Lightweight Privacy-Preserving Peer-to-Peer Data Integration	2013	VLDB