Welcome to the new Krum documentation!

Krum, the Library
  • Quickstart
  • Tutorials
    • Orchestration Running and managing simulations and metrics
    • Primitives Core abstractions
    • Simulations Reproducing published experiments in centralised or decentralised settings
  • Contributors
/
  • Discussion
  • Quickstart

Tutorials

  • Tutorials
    • Using Aggregators and Attacks
    • Working with models
    • Working with Data Partitioners
    • Implement a custom aggregator
    • Implement a custom attack
    • Centralised simulation walkthrough
    • Decentralised simulation walkthrough
    • Structured experiments

Reference

  • Orchestration
    • Orchestrator
    • Metric
    • MetricDataFrame
  • Primitives
    • Models
      • MLP Models
      • CNN Models
    • Aggregators
      • Average
      • Median
      • Trimmed Mean
      • Krum
      • MultiKrum
      • Bulyan
      • Brute
      • GeoMed
      • Nearest Neighbor Average
      • AKSEL
    • Attacks
      • SignFlip
      • A Little Is Enough
      • Gaussian
      • Full Gradient Negation
      • Small Perturbation
    • Data partitioners
      • IidPartitioner
      • DirichletPartitioner
      • PerLabelsPartitioner
      • MixingPartitioner
  • Simulations
    • Centralised simulations
      • HiddenVulnerabilitySimulation
      • KrumSimulation
    • Decentralised simulations
      • MonnaSimulation
  • Contributors
  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.

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MonnaSimulation

2026

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