Demystifying adversarial attacks on neural networks

Prevalent use of Neural Networks for Classification Tasks has brought to attention the security and integrity of the Neural Networks that industries are so reliant on. Adversarial examples are conspicuous to humans, but neural networks struggle to correctly classify images with the presence of adver...

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Bibliographic Details
Main Author: Yip, Lionell En Zhi
Other Authors: Anupam Chattopadhyay
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137946

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