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...

Descripción completa

Detalles Bibliográficos
Autor principal: Koh, Si Yan
Otros Autores: Liew Chi Hin Timothy
Formato: Final Year Project (FYP)
Lenguaje:English
Publicado: Nanyang Technological University 2022
Materias:
Acceso en línea:https://hdl.handle.net/10356/156717