Securing Natural Language to SQL: Best Practices Against Injection Attacks

  • How do you ensure the safety of SQL queries generated by Language Models (LLMs) when converting natural language to SQL?
  • What are the key considerations and best practices to analyze and validate LLM-generated queries for potential SQL injection vulnerabilities?
  • Are there specific approaches or tools you recommend to block and prevent SQL injection attacks effectively?
    Share your insights and strategies for maintaining a secure database environment while leveraging natural language processing for SQL query generation
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In one of my projects I convert user query to parameters, normalize them and only then generate an SQL query from parameters by code (not AI).