Evaluation of adversarial attacks against deep learning models

• المؤلف الرئيسي: Chua, Jonathan Wen Rong
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/171835

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...