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From Retrieved Evidence to Security Outcomes: A Data-Driven Analysis of Java Security API Misuse in LLM-Generated Code
The misuse of Java security APIs is a serious security problem in software development. Large language models can generate compilable code, while still misusing cryptographic and secure-communication APIs. We investigate whether external security evidence can reduce this risk and how retriever choic
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