Benchmarking Text-to-SQL under Role-Based Access Control
cs.DB, cs.AI
Submitted: 2026-07-24
Updated: 2026-09-22
Code: https://github.com/tobymao/sqlglot
Terminology
Sources
- DeepSeek-V3 Technical Report
- sudoLLM: On Multi-role Alignment of Language Models
- OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs
- DePLOI: Applying NL2SQL to Synthesize and Audit Database Access Control
- Gemma 3 Technical Report
- Qwen2.5 Technical Report
- Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
- Refusal Falls off a Cliff: How Safety Alignment Fails in Reasoning?
- DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models
- Role-Aware Language Models for Secure and Contextualized Access Control in Organizations
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
- AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees
- Qwen2.5-Coder Technical Report
- Permissioned LLMs: Enforcing Access Control in Large Language Models
- Role-Conditioned Refusals: Evaluating Access Control Reasoning in Large Language Models
Related papers
- Vibe Coding on Trial: Operating Characteristics of Unanimous LLM Juries
- Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering
- Bridging Business Intent and Data: A Benchmark for Automatic Relational Data Product Generation
- DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation
- MaDI-Bench: An End-to-End Data Integration Benchmark
- Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning