Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data
Summary: Proposes a full deniability security model to prevent any inference about sensitive data from query answers via data dependencies. Offers an algorithm that minimally hides non-sensitive cells to achieve deniability, with experiments showing practicality. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Primal Pappachan (University of California Irvine)
- 2. Shufan Zhang (University of Waterloo)
- 3. Xi He (University of Waterloo)
- 4. Sharad Mehrotra (University of California Irvine)
BibTeX Citation
@article{pappachan_vldb22,
title = {{Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data}},
author = {Pappachan, Primal and Zhang, Shufan and He, Xi and Mehrotra, Sharad},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {11},
pages = {2437--2449},
doi = {10.14778/3551793.3551805},
url = {https://doi.org/10.14778/3551793.3551805},
year = {2022}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,505 | DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance | 2023 | SIGMOD | 5.760947e-05 |
| 7,647 | Disclosure-Compliant Query Answering | 2024 | SIGMOD | 5.4772833e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 104 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00033690989 |
| 350 | Discovering Denial Constraints | 2013 | VLDB | 0.00020253521 |
| 411 | Hippocratic Databases | 2002 | VLDB | 0.00018699914 |
| 568 | Extending Query Rewriting Techniques for Fine-Grained Access Control | 2004 | SIGMOD | 0.00016262553 |
| 767 | The LLUNATIC Data-Cleaning Framework | 2013 | VLDB | 0.00014114806 |
| 1,109 | A Formal Analysis of Information Disclosure in Data Exchange | 2004 | SIGMOD | 0.00011987291 |
| 1,395 | Data Profiling with Metanome | 2015 | VLDB | 0.00010794808 |
| 6,419 | SEMROD: Secure and Efficient MapReduce Over Hybrid Clouds | 2015 | SIGMOD | 5.7904153e-05 |
| 8,597 | Sieve: A Middleware Approach to Scalable Access Control for Database Management Systems | 2020 | VLDB | 5.305686e-05 |
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