Adversarial attacks on deep learning

• Main Author: Yee, An Qi
• Other Authors: Lam Siew Kei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering; Science::Mathematics
• Online Access: https://hdl.handle.net/10356/166036
• Institution: Nanyang Technological University

Deep learning models, especially convolutional neural networks (CNNs), have made significant progress in the field of image recognition and classification. However, adversarial attacks have emerged as a significant vulnerability, posing threats to the robustness of these models. One notable example...