Gradient inversion-based inference attack against federated learning

• المؤلف الرئيسي: Chan, Joel Yuan Wei
• مؤلفون آخرون: Chang Chip Hong
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/172760
• المؤسسة: Nanyang Technological University

Federated learning is a state-of-the-art paradigm where deep learning models based on servers can be trained without having direct access to private training data. In federated learning, clients transfer gradients to the server, which can be used to further improve the model. However, the gradients...