Generating adversarial examples with only one image

• Main Author: Luo, Jinqi
• Other Authors: Jun Zhao
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/148573
• Institution: Nanyang Technological University

Deep learning based vision systems are widely deployed in today's world. The backbones of these systems, namely deep neural networks (DNNs), are showing an impressive capability on feature extraction, large-scale training, and precise predictions. However, DNNs have been shown vulnerable to adv...