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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書目詳細資料
主要作者: Tan, Alastair Song Xin
其他作者: Kong Wai-Kin Adams
格式: Final Year Project
語言:English
出版: Nanyang Technological University 2021
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在線閱讀:https://hdl.handle.net/10356/153433
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