Dataset · Hugging Face

sharkiefff/RBAC-Text2SQL-Benchmark

Name: RBAC-Text2SQL-Benchmark
Creator: sharkiefff
License: cc-by-4.0
Keywords: task_categories:text-generation, task_categories:table-question-answering, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2607.22115, region:us, text-to-sql, rbac

RBAC-Text2SQL Benchmark Role-conditioned Text-to-SQL instances for evaluating whether LLMs generate SQL that respects Role-Based Access Control (RBAC) constraints. Each instance pairs a natural language question with a role policy; the model must either produce a correct SQL query that touches only authorized resources, or refuse with Sorry, I cannot answer. Code, evaluation harness, and reproduction instructions: https://github.com/2020dfff/RBAC-Text2SQL-Benchmark… See the full description on the dataset page: https://huggingface.co/datasets/sharkiefff/RBAC-Text2SQL-Benchmark.

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Author / organization	sharkiefff
License (as declared)	cc-by-4.0
Downloads	200 (as reported by Hugging Face)
Likes	1
Created	23 July 2026
Last updated at source	29 July 2026

text-to-sqlrbacaccess-controlsecuritybenchmark

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Related papers

Benchmarking Text-to-SQL under Role-Based Access ControlPaper

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