A learning and masking approach to secure learning
Deep Neural Networks (DNNs) have been shown to be vulnerable against adversarial examples, which are data points cleverly constructed to fool the classifier. Such attacks can be devastating in practice, especially as DNNs are being applied to ever increasing critical tasks like image recognition in...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2018
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/4793 https://ink.library.smu.edu.sg/context/sis_research/article/5796/viewcontent/1709.04447.pdf |
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| Institution: | Singapore Management University |
| Language: | English |