Enhancing adversarial robustness of quantum neural networks by adding noise layers

Enhancing adversarial robustness of quantum neural networks by adding noise layers

The rapid advancements in machine learning and quantum computing have given rise to a new research frontier: quantum machine learning. Quantum models designed for tackling classification problems possess the potential to deliver speed enhancements and superior predictive accuracy compared to their c...

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Bibliografiske detaljer
Main Authors: Chenyi Huang, Shibin Zhang
Format: Article
Sprog:English
Udgivet: IOP Publishing 2023-01-01
Serier:New Journal of Physics
Fag:
quantum adversarial machine learning
quantum machine learning
adversarial examples
adversarial training
Online adgang:https://doi.org/10.1088/1367-2630/ace8b4

Internet

https://doi.org/10.1088/1367-2630/ace8b4

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