Kundi Yao
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This study empirically analyzed 1,000 Android apps, finding that privacy policies are often vague and frequently fail to align with the actual sensitive data logged by the applications.
The paper characterizes logging code security issues and benchmarks LLMs, finding that while LLMs can moderately detect these issues, they struggle significantly with reliably generating correct code repairs.
Papers
Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs
He Yang Yuan, Xin Wang, Kundi Yao, An Ran Chen +2 more
The paper characterizes logging code security issues and benchmarks LLMs, finding that while LLMs can moderately detect these issues, they struggle significantly with reliably generating correct code…