Attack on training effort of deep learning

• المؤلف الرئيسي: Ho, Tony Man Tung
• مؤلفون آخرون: Liu Yang
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• 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/10356/156741
• المؤسسة: Nanyang Technological University

Abstract The objective of this project is to extend on a previous study on an adversarial rain attack on state-of-the-art deep neural networks (DNN) to hinder image classification and object detection. DNNs are known for their vulnerabilities to adversarial attacks. These attacks can take on many...