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Jun, 2023
强化优化的时间梯度反转攻击
Temporal Gradient Inversion Attacks with Robust Optimization
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Bowen Li, Hanlin Gu, Ruoxin Chen, Jie Li, Chentao Wu...
TL;DR
本文介绍了一种名为 TGIAs-RO 的新型 Gradient Inversion Attacks 攻击方式,采用多重时间梯度来恢复本地客户端保留的私有数据,能够有效克服瓶颈,提高重构性能和鲁棒性,同时启发了更多关于联邦学习中隐私保护方法的探索。
Abstract
federated learning
(FL) has emerged as a promising approach for
collaborative model training
without sharing private data. However,
privacy conce
→