Rethinking Label Flipping Attack : From Sample Masking to Sample Thresholding
Nowadays, machine learning (ML) and deep learning (DL) methods have become fundamental building blocks for a wide range of AI applications. The popularity of these methods also makes them widely exposed to malicious attacks, which may cause severe security concerns. To understand the security proper...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 6 vom: 11. Juni, Seite 7668-7685
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| 1. Verfasser: |
Xu, Qianqian
(VerfasserIn) |
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| Weitere Verfasser: |
Yang, Zhiyong,
Zhao, Yunrui,
Cao, Xiaochun,
Huang, Qingming |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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