Statistical diagnosis system for adversarial examples

• Main Author: Wu, Yuting
• Other Authors: Wang Dan Wei
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/140900
• Institution: 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...