Evaluation of adversarial attacks against deep learning models

• Main Author: Lam, Sabrina Jing Wen
• Other Authors: Zhang Tianwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165158
• Institution: Nanyang Technological University

The aim of the project is to evaluate and improve adversarial attacks against deep learning models. Specifically, this project will focus on attacks on deep learning models specific to image processing and classification and will only take references from defense methods. The definition of evaluat...