Evaluation of backdoor attacks and defenses to deep neural networks

• المؤلف الرئيسي: Ooi, Ying Xuan
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Cyber security; Neural network; Artificial intelligence; Backdoor attack; Backdoor defense
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/174938

The proliferation of Artificial Intelligence in our daily lives has inevitably attracted the omnipresent threat of backdoor attacks in deep neural networks from adversary. This study aimed to enhance awareness on various notorious backdoor attacks and the defense practices by assessing the effective...