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Poisoned Source Code Detection in Code Models

Published in ArXiv.org • Feb 19, 2025
NobleIDNI0P44W09R74S76
Authors:
Ehab Ghannoum
,
Mohammad Ghafari

Abstract

Deep learning models have gained popularity for conducting various tasks involving source code. However, their black-box nature raises concerns about potential risks. One such risk is a poisoning attack, where an attacker intentionally contaminates the training set with malicious samples to mislead ...

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