Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks

Aug-15-2025, 15:52:25 GMT–Neural Information Processing Systems

The proposed deterministic codes are proven to perfectly tolerate arbitrary Byzantine attacks.

bernoulli code, byzantine attack, gradient, (13 more...)

Neural Information Processing Systems

Aug-15-2025, 15:52:25 GMT

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  - Jordan (0.04)
- North America > Canada (0.04)

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- Research Report (0.47)

Industry:
- Government > Voting & Elections (0.68)
- Information Technology (0.68)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Neural Networks > Deep Learning (0.46)
      - Statistical Learning (0.71)
    - Representation & Reasoning (0.94)
  - Data Science > Data Mining (0.69)

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