Provenance Views for Module Privacy
Summary: Defines Secure-View: given workflow provenance as relation R, a privacy requirement Gamma per module, and attribute hiding costs, choose attributes to hide so the published view R' (projection of R) makes every module Gamma-private. Formal complexity study and algorithmic/approximation solutions to minimize hiding cost while guaranteeing module-level provenance indistinguishability. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Susan B. Davidson
- 2. Sanjeev Khanna
- 3. Tova Milo
- 4. Debmalya Panigrahi
- 5. Sudeepa Roy
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
| 11,806 | Privacy-Preserving Network Provenance | 2017 | VLDB | 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 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 137 | Revealing Information while Preserving Privacy | 2003 | PODS | 0.00042381562 |
| 506 | Relationship Privacy: Output Perturbation for Queries with Joins | 2009 | PODS | 0.00021481335 |
| 1,082 | A Formal Analysis of Information Disclosure in Data Exchange | 2004 | SIGMOD | 0.00014196516 |
| 7,131 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR | 4.8181343e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,939 | Zoom*UserViews: Querying Relevant Provenance in Workflow Systems | 2007 | VLDB | 4.4229886e-05 |
| 12,353 | PDiffView: Viewing the Difference in Provenance of Workflow Results | 2009 | VLDB | 4.1905499e-05 |
| 1,763 | Efficient Lineage Tracking For Scientific Workflows | 2008 | SIGMOD | 0.00010626896 |
| 6,187 | On Provenance Minimization | 2011 | PODS | 5.1611195e-05 |
| 11,806 | Privacy-Preserving Network Provenance | 2017 | VLDB | 4.1905499e-05 |
| 6,531 | Labeling Workflow Views with Fine-Grained Dependencies | 2012 | VLDB | 5.0196961e-05 |
| 7,368 | Detecting and Resolving Unsound Workflow Views for Correct Provenance Analysis | 2009 | SIGMOD | 4.7455168e-05 |
| 921 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00015261463 |
| 11,474 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1905499e-05 |
| 7,131 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR | 4.8181343e-05 |