Enabling Privacy in Provenance-Aware Workflow Systems
Summary: Formalizes privacy threats in provenance-aware workflow repositories—data, module (proprietary), and workflow-structure privacy—and analyzes their impact on query semantics. Advocates integrating privacy into provenance search/query engines (keyword and structural-pattern queries) and sketches technical challenges and approaches. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Susan B. Davidson
- 2. Sanjeev Khanna
- 3. Sudeepa Roy
- 4. Julia Stoyanovich
- 5. Val Tannen
- 6. Yi Chen
- 7. Tova Milo
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,515 | Provenance Views for Module Privacy | 2011 | PODS | 5.0321577e-05 |
| 9,766 | DPXPlain: Privately Explaining Aggregate Query Answers | 2023 | VLDB | 4.2856106e-05 |
| 11,471 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1945683e-05 |
| 12,207 | Surrogate Parenthood: Protected and Informative Graphs | 2011 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,370 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 4.7500735e-05 |
| 12,282 | Searching Workflows with Hierarchical Views | 2010 | VLDB | 4.1945683e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,021 | Securing history: Privacy and accountability in database systems | 2007 | CIDR | 5.2415551e-05 |
| 7,417 | DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance | 2023 | SIGMOD | 4.7355114e-05 |
| 1,765 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010630348 |
| 2,173 | Querying Data Provenance | 2010 | SIGMOD | 9.3676609e-05 |
| 2,892 | Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead | 2017 | CIDR | 7.9480559e-05 |
| 923 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.0001527609 |
| 9,059 | Tracking Personal Data Use: Provenance And Trust | 2015 | CIDR | 4.4039656e-05 |
| 11,471 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1945683e-05 |
| 11,798 | Privacy-Preserving Network Provenance | 2017 | VLDB | 4.1945683e-05 |
| 6,515 | Provenance Views for Module Privacy | 2011 | PODS | 5.0321577e-05 |