Statistical diagnosis system for adversarial examples

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...

Full description

Bibliographic Details
Main Author: Wu, Yuting
Other Authors: Wang Dan Wei
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140900