Protecting neural networks from adversarial attacks

• المؤلف الرئيسي: Tan, Bryan Bing Xing
• مؤلفون آخرون: Anupam Chattopadhyay
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/137938
• المؤسسة: Nanyang Technological University

As modern technology is rapidly progressing, more applications are utilizing aspects of machine learning—especially deep learning to time-critical and real-world applications. Adversaries are coming up with new ways to exploit attack surfaces in the machine learning process, rendering systems and ap...