Paper-Conference

Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
Large language models (LLMs) have shown state-of-the-art results in translating natural language questions into SQL queries …
Meiyu Lin, Haichuan Zhang, Jiale Lao, Renyuan Li, Yuanchun Zhou, Carl Yang, Yang Cao, Mingjie Tang
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GPTuner: A Manual-Reading Database Tuning System
Modern database management systems (DBMS) expose hundreds of configurable knobs to control system behaviours. Determining the …
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
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GPTuner: A Manual-Reading Database Tuning System
GPTuner: An LLM-Based Database Tuning System
Selecting appropriate values for the configurable knobs of Database Management Systems (DBMS) is essential to improve performance. But …
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
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SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads
Database research and development often require a large number of SQL queries for benchmarking purposes. However, acquiring real-world …
Jiale Lao, Immanuel Trummer
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