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Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning

Computer Science

Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning

S. Zawad, A. Ali, et al.

Discover how data heterogeneity influences the strength of federated learning against backdooring attacks in this intriguing research by Syed Zawad, Ahsan Ali, Pin-Yu Chen, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Yuan Tian, and Feng Yan. The study uncovers surprising challenges and potential defenses in this rapidly evolving field.... show more
Citation Metrics
Citations
53
Influential Citations
3
Reference Count
30
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

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