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Updates on Federated Learning part2(AI 2024)
- Federated learning (FL) is a privacy-preserving machine learning approach.
- Recently, gradient inversion attacks have been recognized as a privacy risk in FL.
- A novel Gradient Inversion attack based on the Style Migration Network (GI-SMN) is proposed.
- GI-SMN outperforms state-of-the-art gradient inversion attacks and can overcome certain defenses.
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