Performance of quantum reservoir processors under adversarial attacks

This study investigated the performance of a selected quantum neural network, a quantum polariton reservoir, under adversarial attacks. First, adversarial examples were generated using a white-box Fast Gradient Sign Method from two classical neural networks: a multilayer perceptron and a convolution...

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Detaylı Bibliyografya
Yazar: Koh, Si Yan
Diğer Yazarlar: Liew Chi Hin Timothy
Materyal Türü: Final Year Project (FYP)
Dil:English
Baskı/Yayın Bilgisi: Nanyang Technological University 2022
Konular:
Online Erişim:https://hdl.handle.net/10356/156717