Generating adversarial examples with only one image

Deep learning based vision systems are widely deployed in today's world. The backbones of these systems, namely deep neural networks (DNNs), are showing an impressive capability on feature extraction, large-scale training, and precise predictions. However, DNNs have been shown vulnerable to adv...

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Bibliographic Details
Main Author: Luo, Jinqi
Other Authors: Jun Zhao
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148573
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Institution: Nanyang Technological University
Language: English