Toward robust natural language systems

• Main Author: Moon, Han Cheol
• Other Authors: Joty Shafiq Rayhan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/169803
• Institution: Nanyang Technological University

The monumental achievements of deep learning (DL) systems seem to guarantee the absolute superiority and robustness of modern DL systems, but they have shown significant vulnerability to samples specifically crafted to misguide them, namely adversarial examples The adversarial examples are seemingly...