Embedding Drift in Code Vulnerability Models Under Intended Behaviour-Preserving Transformations

Hasti Ghaneshirazi, Tahsin Reza, Ladan Tahvildari

Code edits that preserve program behaviour can shift frozen code embeddings across classifier decision boundaries, causing correctly detected vulnerabilities to be predicted as ben…