Author

Ruolong Ma

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Poster: Rethinking Security in LLM Code Generation through Real-World Risk Scenarios

A developer-centric perspective is adopted and three representative risk scenarios that commonly lead to security vulnerabilities in LLM-generated code are identified: Ambiguous Requirements, Under-Specified Operational Context, and Security--Functionality Conflict are identified.

Lixun Ma, Ruolong Ma, Bei Wang et al. · arXiv.org · 0 citations