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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Bibliographic Details
Main Authors: Chenyi Huang, Shibin Zhang
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:New Journal of Physics
Subjects:
Online Access:https://doi.org/10.1088/1367-2630/ace8b4