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papersSEP 12 04:00 UTC

Study Measures Gap Between Static Analysis Passes and Dynamic Failures in Python

A new arXiv paper examines cases where Python code passes static security checks but fails when actually executed, a discrepancy the authors call the static-pass dynamic-fail gap. The work focuses on security-sensitive code as well as code produced by large language models, arguing that static analysis alone is insufficient as a security gate. The authors frame the measurement as a step beyond reliance on static guarantees for evaluating generated software.

Dynamic analysis Python Static-pass dynamic-fail gap large-language-models software-security static analysis

COVERAGE · 1 REPORT · LINKS GO TO THE ORIGINAL OUTLETS

arXiv cs.AIBeyond Static Guarantees: Measuring the Static-Pass Dynamic-Fail Gap in Security-Sensitive and LLM-Generated Python Code ↗SEP 12 04:00 UTC