Code Difference Guided Adversarial Example Generation for Deep Code Models

Adversarial examples are important to test and enhance the robustness of deep code models. As source code is discrete and has to strictly stick to complex grammar and semantics constraints, the adversarial example generation techniques in other domains are hardly applicable. Moreover, the adversaria...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 850 - 862
Main Authors:	Tian, Zhao, Chen, Junjie, Jin, Zhi
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.09.2023
Subjects:	Adversarial Example Code Model Code Transformation Codes Grammar Guided Testing Predictive models Robustness Semantics Source coding Testing
ISSN:	2643-1572
Online Access:	Get full text
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