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 (University of Pennsylvania)
- 2. Sanjeev Khanna (University of Pennsylvania)
- 3. Sudeepa Roy (University of Pennsylvania)
- 4. Julia Stoyanovich (University of Pennsylvania)
- 5. Val Tannen (University of Pennsylvania)
- 6. Yi Chen (Arizona State University)
- 7. Tova Milo (Tel Aviv University)
BibTeX Citation
@inproceedings{davidson_cidr11,
address = {Amsterdam, Netherlands},
series = {{CIDR} '11},
title = {{Enabling Privacy in Provenance-Aware Workflow Systems}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Davidson, Susan B. and Khanna, Sanjeev and Roy, Sudeepa and Stoyanovich, Julia and Tannen, Val and Chen, Yi and Milo, Tova},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,419 | Provenance Views for Module Privacy | 2011 | PODS | 5.8819368e-05 |
| 8,719 | DPXPlain: Privately Explaining Aggregate Query Answers | 2023 | VLDB | 5.3774243e-05 |
| 11,668 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 5.093636e-05 |
| 12,402 | Surrogate Parenthood: Protected and Informative Graphs | 2011 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 7,416 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 5.6237046e-05 |
| 12,477 | Searching Workflows with Hierarchical Views | 2010 | VLDB | 5.093636e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,976 | Securing history: Privacy and accountability in database systems | 2007 | CIDR |
| 2 | 6,376 | DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance | 2023 | SIGMOD |
| 3 | 1,871 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD |
| 4 | 1,912 | Querying Data Provenance | 2010 | SIGMOD |
| 5 | 2,807 | Data Provenance at Internet Scale: Architecture, Experiences, and the Road Ahead | 2017 | CIDR |
| 6 | 919 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD |
| 7 | 9,208 | Tracking Personal Data Use: Provenance And Trust | 2015 | CIDR |
| 8 | 11,668 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD |
| 9 | 12,002 | Privacy-Preserving Network Provenance | 2017 | VLDB |
| 10 | 6,419 | Provenance Views for Module Privacy | 2011 | PODS |