Evaluation of adversarial attacks against deep learning models

The aim of the project is to evaluate and improve adversarial attacks against deep learning models. Specifically, this project will focus on attacks on deep learning models specific to image processing and classification and will only take references from defense methods. The definition of evaluat...

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Bibliographic Details
Main Author: Lam, Sabrina Jing Wen
Other Authors: Zhang Tianwei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/165158