Explanation-Based Auditing
Summary: Introduces explanation-based auditing: automatically generate rationale for data-access events using templates inferred from database content (e.g., appointments). Learns collaborative user groups to improve explanations; evaluated on EHR logs with >94% explainability. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Daniel Fabbri
- 2. Kristen LeFevre
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 942 | A Formal Approach to Finding Explanations for Database Queries | 2014 | SIGMOD | 0.00015155714 |
| 2,649 | Explaining Query Answers with Explanation-Ready Databases | 2016 | VLDB | 8.3719123e-05 |
| 3,051 | Partial Results in Database Systems | 2014 | SIGMOD | 7.6512591e-05 |
| 3,105 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 7.5568954e-05 |
| 4,361 | The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries | 2016 | VLDB | 6.2559141e-05 |
| 5,445 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD | 5.5020909e-05 |
| 6,475 | Explain3D: Explaining Disagreements in Disjoint Datasets | 2019 | VLDB | 5.0497183e-05 |
| 12,026 | Stop That Query! The Need for Managing Data Use | 2013 | CIDR | 4.1945683e-05 |
| 12,050 | The Power of Data Use Management in Action | 2013 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 181 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00036992674 |
| 487 | Why Not? | 2009 | SIGMOD | 0.00022050218 |
| 607 | Extending Query Rewriting Techniques for Fine-Grained Access Control | 2004 | SIGMOD | 0.00019266724 |
| 904 | Integrating Association Rule Mining with Relational Database Systems: Alternatives and Implications | 1998 | SIGMOD | 0.00015469655 |
| 2,297 | Auditing Compliance with a Hippocratic Database | 2004 | VLDB | 9.0754111e-05 |
| 5,641 | PolicyReplay: Misconfiguration-Response Queries for Data Breach Reporting | 2010 | VLDB | 5.3930574e-05 |
| 6,510 | Efficient Auditing For Complex SQL queries | 2011 | SIGMOD | 5.0326078e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,872 | Explainable AI: Foundations, Applications, Opportunities for Data Management Research | 2022 | SIGMOD | 5.8609352e-05 |
| 12,094 | On Scaling Up Sensitive Data Auditing | 2013 | VLDB | 4.1945683e-05 |
| 12,616 | Privacy in Data Systems | 2003 | PODS | 4.1945683e-05 |
| 4,605 | Tamper Detection in Audit Logs | 2004 | VLDB | 6.0547644e-05 |
| 2,577 | Simulatable Auditing | 2005 | PODS | 8.5099821e-05 |
| 8,515 | Auditing Disclosure by Relevance Ranking | 2007 | SIGMOD | 4.4944066e-05 |
| 3,258 | Towards Robustness in Query Auditing | 2006 | VLDB | 7.3150323e-05 |
| 6,606 | Explainable Security for Relational Databases | 2014 | SIGMOD | 4.996456e-05 |
| 6,510 | Efficient Auditing For Complex SQL queries | 2011 | SIGMOD | 5.0326078e-05 |
| 2,297 | Auditing Compliance with a Hippocratic Database | 2004 | VLDB | 9.0754111e-05 |