Performance of quantum reservoir processors under adversarial attacks

• Main Author: Koh, Si Yan
• Other Authors: Liew Chi Hin Timothy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Science::Physics
• Online Access: https://hdl.handle.net/10356/156717
• Institution: Nanyang Technological University

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...