MUTEN: Mutant-Based Ensembles for Boosting Gradient-Based Adversarial Attack

Mutation testing (MT) for deep learning (DL) has gained huge attention in the past few years. However, how MT can really help DL is still unclear. In this paper, we introduce one promising direction for the usage of mutants. Specifically, since mutants can be seen as one kind of ensemble model and e...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 1708 - 1712
Main Authors:	Hu, Qiang, Guo, Yuejun, Cordy, Maxime, Papadakis, Mike, Traon, Yves Le
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.09.2023
Subjects:	Boosting Deep learning Smoothing methods Software engineering Testing Transform coding
ISSN:	2643-1572
Online Access:	Get full text
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