Evaluation of adversarial attacks against deep learning models

• Main Author: Chua, Jonathan Wen Rong
• Other Authors: Zhang Tianwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• 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/10356/171835
• Institution: Nanyang Technological University

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...