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Insights

Vulnerability prediction based on Natural Language Processing Techniques

1. Vulnerability Prediction - Importance and Challenges Vulnerability prediction is responsible for the identification of security hotspots, i.e., software components (e.g., classes) that are likely to contain critical vulnerabilities. For the identification of potentially vulnerable software components, vulnerability prediction models (VPM) are constructed, which are mainly machine learning models that…