An analysis of adversarial algorithm techniques in image recognition and their countermeasures

• المؤلف الرئيسي: Tan, Alastair Song Xin
• مؤلفون آخرون: Kong Wai-Kin Adams
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/153433

The ability of neural network models to generalise and identify unseen data allows for neural networks to operate outside of what it has been trained on, but makes it vulnerable to data samples altered in human imperceptible ways to produce incorrect predictions. This project aims to experimentally...