Welcome to the new Krum documentation!

Krum, the Library
  • Quickstart
    • Primitives Core abstractions
    • Aggregators Byzantine-resilient gradient aggregation rules
    • Attacks Byzantine attack strategies for evaluation
    • Simulations Reproducing published experiments in centralised or decentralised settings
  • Contributors
/
  • Discussion
  • Quickstart

Reference

  • Primitives
    • Model
  • Aggregators
    • Average
    • Median
    • Trimmed Mean
    • Krum
    • MultiKrum
    • Bulyan
    • Brute
    • GeoMed
    • Nearest Neighbor Average
  • Attacks
    • SignFlip
    • A Little Is Enough
    • Gaussian
    • Full Gradient Negation
    • Small Perturbation
  • Simulations
    • Centralised simulations
      • CentralisedSimulation
      • HiddenVulnerabilitySimulation
      • KrumSimulation
    • Decentralised simulations
      • DecentralisedSimulation
      • MonnaSimulation
  1. Krum, the Library /
  2. Contributors

Contributors¶

The following people have contributed to Krum:

  • Arthur Danjou

    Arthur Danjou

  • Said Mohamad Ammar

    Said Mohamad Ammar

  • Peva Blanchard

    Peva Blanchard

  • Sébastien Rouault

    Sébastien Rouault

We are open to all contributions. Whether it is a bug fix, a new feature, or an improvement to the documentation, feel free to open a pull request or start a discussion on GitHub.

To learn more about how to contribute, please refer to the contribution guidelines.

Thank you to everyone who has helped improve this project.

2026

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