Robustness of semi-supervised deep learning model against backdoor attacks

Deep neural networks (DNNs) have revolutionized computer vision (CV), particularly in object detection and image classification applications. However, annotating data is a costly and time-consuming process that limits the amount of labeled data available for model training. Semi-supervised learning...

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Bibliographic Details
Main Author: Siew, Jun Ze
Other Authors: Chang Chip Hong
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/167428