Adversarial machine learning : attack surfaces, defence mechanisms, learning theories in artificial intelligence / Aneesh Sreevallabh Chivukula, Xinghao Yang, Bo Liu, Wei Liu, Wanlei Zhou.
A critical challenge in deep learning is the vulnerability of deep learning networks to security attacks from intelligent cyber adversaries. Even innocuous perturbations to the training data can be used to manipulate the behaviour of deep networks in unintended ways. In this book, we review the late...
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Bibliographic Details
| Main Authors: |
Chivukula, Aneesh Sreevallabh
(Author),
Yang, Xinghao
(Author),
Liu, Bo
(Author),
Liu, Wei (Chemical engineer)
(Author),
Zhou, Wanlei
(Author) |
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| Format: | eBook
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| Language: | English |
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| Published: |
Cham, Switzerland :
Springer,
[2023]
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| Subjects: | |
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| Online Access: | Click for online access
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