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FAIR Methodology Notice

About FAIR

This tool implements the Factor Analysis of Information Risk (FAIR) methodology, an international standard for cyber risk quantification.

FAIR provides a framework for understanding, analyzing, and quantifying information risk in financial terms.

Trademark and Affiliation

FAIR and the FAIR Institute logo are registered trademarks of the FAIR Institute.

This Software Is:

  • NOT affiliated with the FAIR Institute
  • NOT endorsed by the FAIR Institute
  • NOT certified by the FAIR Institute
  • An independent implementation of the FAIR methodology

This is an independent, open-source implementation created for educational and/or research purposes.

Official FAIR Resources

For official FAIR training, certification, and authoritative resources:

Data Sources

This tool incorporates benchmark data from:

IRIS 2025 (Information Risk Insights Study)

Data Extracted:

  • Annual incident probabilities by industry/revenue (Figures 7, 8)
  • Median and 95th percentile losses by sector/revenue (Tables 1, Figure A3)
  • Loss distribution parameters for FAIR scenario calibration

Full Citation: Cyentia Institute. (2025). Information Risk Insights Study 2025: It's About Time. Sponsored by the Cybersecurity and Infrastructure Security Agency (CISA). Retrieved from https://www.cyentia.com/iris2025/ Users must comply with the respective licenses and terms of use for all data sources.

Implementation Notes

This implementation follows the FAIR specification as documented in:

  • "Measuring and Managing Information Risk: A FAIR Approach" by Jack Freund and Jack Jones
  • FAIR Institute's technical guidance and best practices

Any deviations from or extensions to the standard FAIR methodology are documented in this repository.

Frontend Dependencies

The React/Vite frontend implementation includes:

Design:

  • UI mockups created in Figma

Questions About FAIR

For questions about:

  • The FAIR methodology itself: Contact the FAIR Institute
  • This specific implementation: Open an issue in this repository