An analysis of adversarial algorithm techniques in image recognition and their countermeasures

The ability of neural network models to generalise and identify unseen data allows for neural networks to operate outside of what it has been trained on, but makes it vulnerable to data samples altered in human imperceptible ways to produce incorrect predictions. This project aims to experimentally...

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Bibliographic Details
Main Author: Tan, Alastair Song Xin
Other Authors: Kong Wai-Kin Adams
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/153433
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Institution: Nanyang Technological University
Language: English