BadSFL: backdoor attack in scaffold federated learning

BadSFL: backdoor attack in scaffold federated learning

Federated learning (FL) enables the training of deep learning models on distributed clients aiming at the preservation of data privacy. However, malicious clients can potentially embed a backdoor functionality into the global model by uploading poisoned local models that cause target misclassificati...

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Bibliographic Details
Main Author: Zhang, Xuanye
Other Authors: Zhang Tianwei
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Backdoor attack
Federated learning
Scaffold
Online Access:https://hdl.handle.net/10356/174843

Internet

https://hdl.handle.net/10356/174843

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