BadSFL: backdoor attack in scaffold federated learning

• 主要作者: Zhang, Xuanye
• 其他作者: Zhang Tianwei
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Backdoor attack; Federated learning; Scaffold
• 在線閱讀: https://hdl.handle.net/10356/174843
• 機構: Nanyang Technological University

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...