Patched functions often remain similar to vulnerable ones, and a new multi-model similarity scoring system identifies residual issues like null pointer dereferences in 61% of high-risk cases from the PrimeVul dataset.
arXiv preprint arXiv:2308.15233 (2023)
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Residual Risk Analysis in Benign Code: How Far Are We? A Multi-Model Semantic and Structural Similarity Approach
Patched functions often remain similar to vulnerable ones, and a new multi-model similarity scoring system identifies residual issues like null pointer dereferences in 61% of high-risk cases from the PrimeVul dataset.