Robustness of semi-supervised deep learning model against backdoor attacks

• Main Author: Siew, Jun Ze
• Other Authors: Chang Chip Hong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167428
• Institution: Nanyang Technological University

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...