Adversarial attacks and defenses for visual signals

• المؤلف الرئيسي: Cheng, Yupeng
• مؤلفون آخرون: Lin Shang-Wei
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/164772
• المؤسسة: Nanyang Technological University

Since AlexNet won the 2012 ILSVRC championship, deep neural networks (DNNs) play an increasingly important role in many fields of computer vision research, such as image and video classification and salient object detection (SOD). However, in recent work, it was shown that a small purposeful perturb...