Defence on unrestricted adversarial examples

• المؤلف الرئيسي: Chan, Jarod Yan Cheng
• مؤلفون آخرون: Jun Zhao
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/149008
• المؤسسة: Nanyang Technological University

Deep neural networks in image classification have gained popularity in recent years, and as such, have also become the target of attacks. Adversarial samples are inputs crafted to fool neural networks into misclassification. They come in two forms: one is created by adding specific perturbatio...