3 papers
cs.SE2026
Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs
He Yang Yuan, Xin Wang, Kundi Yao +3
Logging code plays an important role in software systems by recording key events and behaviors, which are essential for debugging and monitoring. However, insecure logging practice…
cs.SE2026
LLM4Perf: Large Language Models Are Effective Samplers for Multi-Objective Performance Modeling
Xin Wang, Zhenhao Li, Zishuo Ding
The performance of modern software systems is critically dependent on their complex configuration options. Building accurate performance models to navigate this vast space requires…
cs.SE2025
Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning
Xin Wang, Zhenhao Li, Zishuo Ding
Logging code is written by developers to capture system runtime behavior and plays a vital role in debugging, performance analysis, and system monitoring. However, defects in loggi…