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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Bibliographic Details
Main Author: Koh, Si Yan
Other Authors: Liew Chi Hin Timothy
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156717