Shedding Light on Opaque Application Queries
Summary: UNMASQUE, an active-learning, non-invasive extractor, unmasks hidden SQL queries in applications by observing results from mutated/generated data. Optimizations trim overhead; evaluations on hidden/imperative variants show accurate, efficient recovery of a basal warehouse-query class. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kapil Khurana (Indian Institute of Science)
- 2. Jayant R. Haritsa (Indian Institute of Science)
BibTeX Citation
@inproceedings{khurana_sigmod21,
title = {{Shedding Light on Opaque Application Queries}},
author = {Khurana, Kapil and Haritsa, Jayant R.},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3457252},
url = {https://dl.acm.org/doi/10.1145/3448016.3457252},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,909 | QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting | 2023 | VLDB | 6.4486671e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 894 | Froid: Optimization of Imperative Programs in a Relational Database | 2018 | VLDB | 0.00013367658 |
| 1,313 | Reverse Engineering Complex Join Queries | 2013 | SIGMOD | 0.00011186284 |
| 1,912 | Querying Data Provenance | 2010 | SIGMOD | 9.4946756e-05 |
| 2,631 | FastQRE: Fast Query Reverse Engineering | 2018 | SIGMOD | 8.3231158e-05 |
| 3,300 | Reverse Engineering Aggregation Queries | 2017 | VLDB | 7.5412976e-05 |
| 3,444 | REGAL+: Reverse Engineering SPJA Queries | 2018 | VLDB | 7.4094584e-05 |
| 6,607 | SQUARES: A SQL Synthesizer Using Query Reverse Engineering | 2020 | VLDB | 5.8236702e-05 |
| 11,800 | UNMASQUE: A Hidden SQL Query Extractor | 2020 | VLDB | 5.093636e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,098 | QueryScope: Visualizing Queries for Repeatable Database Tuning | 2008 | VLDB |
| 2 | 11,489 | Demo of QueryBooster: Supporting Middleware-Based SQL Query Rewriting as a Service | 2023 | VLDB |
| 3 | 2,939 | Extracting Equivalent SQL from Imperative Code in Database Applications | 2016 | SIGMOD |
| 4 | 3,300 | Reverse Engineering Aggregation Queries | 2017 | VLDB |
| 5 | 13,558 | Towards Creating Application-Specific Database Management Systems | 2015 | CIDR |
| 6 | 2,631 | FastQRE: Fast Query Reverse Engineering | 2018 | SIGMOD |
| 7 | 12,459 | Building Disclosure Risk Aware Query Optimizers for Relational Databases | 2010 | VLDB |
| 8 | 5,132 | Facilitating SQL Query Composition and Analysis | 2020 | SIGMOD |
| 9 | 7,503 | Disclosure-Compliant Query Answering | 2024 | SIGMOD |
| 10 | 11,800 | UNMASQUE: A Hidden SQL Query Extractor | 2020 | VLDB |