Attack on training effort of deep learning

• Main Author: Chan, Wen Le
• Other Authors: Liu Yang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computer applications::Life and medical sciences; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/147972
• Institution: Nanyang Technological University

Deep Neural Network (DNN) is popular for its efficiency and accuracy across domains, including the medical field. However, medical DNNs are vulnerable to adversarial attacks, which presents a huge limitation in their clinical usage. Retinal vessel segmentation is key to diagnosis of ocular diseases....