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Optimizing Code Embeddings and ML Classifiers for Python Source code Vulnerability Detection

Published • Dec 1, 2025
NobleIDNI9P082W563R768S125
Authors:
Talaya Farasat
,
Joachim Posegga

Abstract

In recent years, the growing complexity and scale of source code have rendered manual software vulnerability detection increasingly impractical. To address this challenge, automated approaches leveraging machine learning and code embeddings have gained substantial attention. This study investigates ...

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