https://github.com/hollobit/wg3_tcm
a matrix to provide the clarified definition and relationship information of trustworthiness characteristics between in the AI/ML standards
https://github.com/hollobit/wg3_tcm
accountability ai bias consistency controllability effectiveness explainability integrity ml quality reliability risk robustness security testing traceability transparency trust trustworthiness vulnerability
Last synced: 9 months ago
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a matrix to provide the clarified definition and relationship information of trustworthiness characteristics between in the AI/ML standards
- Host: GitHub
- URL: https://github.com/hollobit/wg3_tcm
- Owner: hollobit
- Created: 2022-06-14T14:47:31.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-10-31T17:09:40.000Z (about 3 years ago)
- Last Synced: 2025-01-16T21:13:07.921Z (10 months ago)
- Topics: accountability, ai, bias, consistency, controllability, effectiveness, explainability, integrity, ml, quality, reliability, risk, robustness, security, testing, traceability, transparency, trust, trustworthiness, vulnerability
- Homepage:
- Size: 978 KB
- Stars: 3
- Watchers: 3
- Forks: 0
- Open Issues: 12
-
Metadata Files:
- Readme: README.md
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README
# AI/ML Trustworthiness characteristics matrix V5 (WIP)
## ISO/IEC JTC/1 SC42 WG3
This page was created for the purpose of collaboration in the roadmapping AHG of ISO/IEC JTC 1/SC 42/WG 3.
## Trustworthiness Characteristics Matrix
The Trustworthiness Characteristics Matrix (TCM) of this document was created with the purpose of arranging the relationship between trustworthiness-related characteristics in a situation where various AI/ML-related standards are being created within SC42.
TCM classifies the characteristics of trustworthiness in the specifications of SC42, and organizes the statements related to the characteristic. This matrix aims to clean up consistent what relationship is in there between the trustworthiness charateristics and standard.
* [TCM for print friendly simple HTML](http://hollobit.github.io/WG3_TCM/index-nostyle.html) - baseline
* [TCM with menu style](http://hollobit.github.io/WG3_TCM/index.html) (optional, decorated version)
## Acknowledgement
The initial idea of this matrix was created by the experts of Roadmapping AHG - Harm Ellens and David Wotton.
## Contributing
Issues and Pull Requests are greatly appreciated. If you've never contributed to an open source project before I'm more than happy to walk you through how to create a pull request.
You can start by [opening an issue](https://github.com/hollobit/WG3_TCM/issues/new) describing the problem that you're looking to resolve and we'll go from there.
## License
This document is licensed under the [MIT license](https://opensource.org/licenses/mit-license.php) © Jonghong Jeon