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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Koh, Si Yan
مؤلفون آخرون: Liew Chi Hin Timothy
التنسيق: Final Year Project (FYP)
اللغة:English
منشور في: Nanyang Technological University 2022
الموضوعات:
الوصول للمادة أونلاين:https://hdl.handle.net/10356/156717