Statistical diagnosis system for adversarial examples

• المؤلف الرئيسي: Wu, Yuting
• مؤلفون آخرون: Wang Dan Wei
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/140900
• المؤسسة: Nanyang Technological University

DeepNeuralNetworks (DNNs) are powerful to the classification tasks, finding the potential links between dataset with high accuracy and speed. However, the DNNs are also fragile to intentionally produced adversarial attacks, especially in the field of image analysis where also the concept of adver...