Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow

Summary: Data Station creates a data escrow for consortia: owners' data are guarded until consent, while users delegate computation to the escrow with an auditable log. Hardware enclaves enable trusted, delegated queries and it outperforms federated baselines and secure frameworks with low overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12798
Venue: VLDB
Year: 2022
Pagerank: 4.9704093e-05
Overall Rank: 6,663 | 53.65%
DOI: 10.14778/3551793.3551861

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,863	Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia	2023	SIGMOD	5.8697471e-05
6,898	Disclosure-Compliant Query Answering	2024	SIGMOD	4.8925595e-05
8,191	Confidential Consortium Framework: Secure Multiparty Applications with Confidentiality, Integrity, and High Availability	2024	VLDB	4.5628732e-05
11,221	TEE-based General-purpose Computational Backend for Secure Delegated Data Processing	2023	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036538405
355	Hippocratic Databases	2002	VLDB	0.00026087195
1,207	BlockchainDB - A Shared Database on Blockchains	2019	VLDB	0.00013277133
1,503	Azure SQL Database Always Encrypted	2020	SIGMOD	0.0001164317
3,723	Database and Distributed Computing Foundations of Blockchains	2019	SIGMOD	6.8173486e-05
4,049	Building Enclave-Native Storage Engines for Practical Encrypted Databases	2021	VLDB	6.4955754e-05
6,563	Full Encryption: An end to end encryption mechanism in GaussDB	2021	VLDB	5.0090912e-05

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