Evaluation of backdoor attacks and defenses to deep neural networks

Evaluation of backdoor attacks and defenses to deep neural networks

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...

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Bibliographic Details
Main Author: Ooi, Ying Xuan
Other Authors: Zhang Tianwei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Cyber security
Neural network
Artificial intelligence
Backdoor attack
Backdoor defense
Online Access:https://hdl.handle.net/10356/174938

Internet

https://hdl.handle.net/10356/174938

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