Qianhao Ren

SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases

With the widespread application of Large Language Models (LLMs) in Natural Language Interfaces to Databases (NLIDBs), concerns about security issues in NLIDBs have been increasing gradually. However, research on sensitive data leakage in NLIDBs is relatively limited. Therefore, we propose a benchmar…