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How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection

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Published in:ArXiv cs.CR Recent Papers
Format: Online Article RSS Article
Published: 2026
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publishDateSort 2026
record_format rss_article
spellingShingle How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
ArXiv cs.CR Recent Papers
Civil & Construction
Engineering & Technology
sub_discipline_display Civil & Construction
sub_discipline_facet Civil & Construction
subject_display ArXiv cs.CR Recent Papers
Civil & Construction
Engineering & Technology
ArXiv cs.CR Recent Papers
Civil & Construction
Engineering & Technology
subject_facet ArXiv cs.CR Recent Papers
Civil & Construction
Engineering & Technology
title How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_auth How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_full How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_fullStr How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_full_unstemmed How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_short How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
title_sort how code representation shapes false-positive dynamics in cross-language llm vulnerability detection
topic ArXiv cs.CR Recent Papers
Civil & Construction
Engineering & Technology
url https://arxiv.org/abs/2604.27714v1