Attack on training effort of deep learning

• Main Author: Ho, Tony Man Tung
• Other Authors: Liu Yang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156741
• Institution: Nanyang Technological University

Abstract The objective of this project is to extend on a previous study on an adversarial rain attack on state-of-the-art deep neural networks (DNN) to hinder image classification and object detection. DNNs are known for their vulnerabilities to adversarial attacks. These attacks can take on many...