Evaluation of adversarial attacks against deep learning models

Machine learning has been increasingly prevalent in aiding us in our day-to-day lives. They have been and are still useful in performing tasks in different fields such as Computer Vision and Natural Language Processing. However, they are also increasingly targeted by adversaries, who aim to reduc...

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Bibliographic Details
Main Author: Chua, Jonathan Wen Rong
Other Authors: Zhang Tianwei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/171835