Iterative Generation of Adversarial Example for Deep Code Models

Deep code models are vulnerable to adversarial attacks, making it possible for semantically identical inputs to trigger different responses. Current black-box attack methods typically prioritize the impact of identifiers on the model based on custom importance scores or program context and increment...

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Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 2213 - 2224
Main Authors:	Huang, Li, Sun, Weifeng, Yan, Meng
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.04.2025
Subjects:	Adversarial Example Bayes methods Closed box Codes Context modeling Deep Code Model Iterative Generation Iterative methods Optimization Robustness Software engineering Vectors
ISSN:	1558-1225
Online Access:	Get full text
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