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 |
|---|---|---|---|---|
| 6,511 | Provenance Views for Module Privacy | 2011 | PODS | 5.0273291e-05 |
| 9,768 | DPXPlain: Privately Explaining Aggregate Query Answers | 2023 | VLDB | 4.2815042e-05 |
| 11,474 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1905499e-05 |
| 12,215 | Surrogate Parenthood: Protected and Informative Graphs | 2011 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 7,368 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 4.7455168e-05 |
| 12,290 | Searching Workflows with Hierarchical Views | 2010 | VLDB | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,025 | Securing history: Privacy and accountability in database systems | 2007 | CIDR | 5.2365238e-05 |
| 7,416 | DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance | 2023 | SIGMOD | 4.7309698e-05 |
| 1,763 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010626896 |
| 2,182 | Querying Data Provenance | 2010 | SIGMOD | 9.3596252e-05 |
| 2,903 | Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead | 2017 | CIDR | 7.9403877e-05 |
| 921 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00015261463 |
| 9,058 | Tracking Personal Data Use: Provenance And Trust | 2015 | CIDR | 4.3997447e-05 |
| 11,474 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1905499e-05 |
| 11,806 | Privacy-Preserving Network Provenance | 2017 | VLDB | 4.1905499e-05 |
| 6,511 | Provenance Views for Module Privacy | 2011 | PODS | 5.0273291e-05 |