Across six programming languages, fine-tuned language models detect JavaScript vulnerabilities with F1 scores near 70%, much higher than the low scores reported for C/C++, while code complexity metrics show no consistent relationship with detection performance.
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Vulnerability Detection in Popular Programming Languages with Language Models
Across six programming languages, fine-tuned language models detect JavaScript vulnerabilities with F1 scores near 70%, much higher than the low scores reported for C/C++, while code complexity metrics show no consistent relationship with detection performance.