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45 feat contributions investigate use of all contributors specification (#60)
* docs: add @sagarbhure as a contributor * docs: add @shsingh as a contributor * docs: update @shsingh as a contributor * docs: update @sagarbhure as a contributor * docs: update @sagarbhure as a contributor * docs: update @shsingh as a contributor * docs: add @robvanderveer as a contributor * docs: add @msnishanth9001 as a contributor * docs: add @kingthorin as a contributor * docs: add @hblankenship as a contributor * docs: add @RiccardoBiosas as a contributor * docs: add @aryanxk02 as a contributor * docs: add @mik0w as a contributor * fix: modify leaders.md * fix: delete tab_contributors.md * fix: modify all-contributorsrc --------- Signed-off-by: Shain Singh <[email protected]>
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.all-contributorsrc

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"repoHost": "https://github.com",
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"files": [
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"CONTRIBUTORS.md",
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"tab_contributors.md"
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"README.md"
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],
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"imageSize": 100,
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"commit": true,

CONTRIBUTORS.md

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## Contributors ✨
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# Contributors ✨
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Thanks goes to these wonderful people
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([emoji key](https://allcontributors.org/docs/en/emoji-key)):

README.md

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[![OWASP Incubator](https://img.shields.io/badge/owasp-incubator-blue.svg)](https://owasp.org/projects/)
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[![License: CC BY-SA 4.0](https://img.shields.io/badge/License-CC%20BY--SA%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by-sa/4.0/)
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Welcome to the repository for the OWASP Machine Learning Security Top 10 project!
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Welcome to the repository for the OWASP Machine Learning Security Top 10
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project!
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## Overview
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The primary aim of of the OWASP Machine Learning Security Top 10 project
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is to deliver a standard awareness document for developers and application
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security practitioners.
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More infomration on the project scope and target audience is available in
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our [project working group charter](https://github.com/OWASP/www-project-machine-learning-security-top-10/wiki/Charter).
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The primary aim of the OWASP Machine Learning Security Top 10 project is to
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deliver an overview of the top 10 security issues of machine learning systems.
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More information on the project scope and target audience is available in our
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[project working group charter](https://github.com/OWASP/www-project-machine-learning-security-top-10/wiki/Charter).
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## Contribution
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The initial version of the Machine Learning Security Top 10 list was contributed by [Sagar Bhure](mailto:[email protected])
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and [Shain Singh](mailto:[email protected]). The project encourages community contribution and aims
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to produce a high quality deliverable reviewed by industry peers.
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The initial version of the Machine Learning Security Top 10 list was contributed
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by [Sagar Bhure](mailto:[email protected]) and
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[Shain Singh](mailto:[email protected]). The project encourages community
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contribution and aims to produce a high quality deliverable reviewed by industry
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peers.
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All contributors will need to adhere to the project's
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[code of conduct](./CODE_OF_CONDUCT.md). Please
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[use the following form](https://github.com/OWASP/www-project-machine-learning-security-top-10/issues/new?assignees=shsingh&labels=issues%2Fgeneral%2Cissues%2Ftriage&projects=&template=feedback-report.yaml&title=%5BFEEDBACK%5D%3A+)
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for any feedback, suggestions, issues or questions.
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## Getting Started
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The project has a
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[wiki](https://github.com/OWASP/www-project-machine-learning-security-top-10/wiki)
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which provides information to get help you started on how to contribute.
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## Contributors ✨
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This project follows the
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[all-contributors](https://github.com/all-contributors/all-contributors)
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specification. Contributions of any kind welcome!
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Thanks goes to these wonderful people
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([emoji key](https://allcontributors.org/docs/en/emoji-key)):
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All contributors will need to adhere to the project's [code of conduct](./CODE_OF_CONDUCT.md).
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Please [use the following form](https://github.com/OWASP/www-project-machine-learning-security-top-10/issues/new?assignees=shsingh&labels=issues%2Fgeneral%2Cissues%2Ftriage&projects=&template=feedback-report.yaml&title=%5BFEEDBACK%5D%3A+)
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for any suggestions, feedback, issues or questions.
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<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->
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<!-- prettier-ignore-start -->
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<!-- markdownlint-disable -->
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<table>
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<tbody>
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<tr>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/sagarbhure"><img src="https://avatars.githubusercontent.com/u/25385987?v=4?s=100" width="100px;" alt="Sagar Bhure"/><br /><sub><b>Sagar Bhure</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=sagarbhure" title="Code">💻</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=sagarbhure" title="Documentation">📖</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/pulls?q=is%3Apr+reviewed-by%3Asagarbhure" title="Reviewed Pull Requests">👀</a> <a href="#question-sagarbhure" title="Answering Questions">💬</a> <a href="#content-sagarbhure" title="Content">🖋</a> <a href="#research-sagarbhure" title="Research">🔬</a> <a href="#promotion-sagarbhure" title="Promotion">📣</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://shain.io/"><img src="https://avatars.githubusercontent.com/u/412800?v=4?s=100" width="100px;" alt="Shain Singh"/><br /><sub><b>Shain Singh</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=shsingh" title="Code">💻</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=shsingh" title="Documentation">📖</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/pulls?q=is%3Apr+reviewed-by%3Ashsingh" title="Reviewed Pull Requests">👀</a> <a href="#question-shsingh" title="Answering Questions">💬</a> <a href="#content-shsingh" title="Content">🖋</a> <a href="#promotion-shsingh" title="Promotion">📣</a> <a href="#projectManagement-shsingh" title="Project Management">📆</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/robvanderveer"><img src="https://avatars.githubusercontent.com/u/796794?v=4?s=100" width="100px;" alt="Rob van der Veer"/><br /><sub><b>Rob van der Veer</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/pulls?q=is%3Apr+reviewed-by%3Arobvanderveer" title="Reviewed Pull Requests">👀</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=robvanderveer" title="Code">💻</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=robvanderveer" title="Documentation">📖</a> <a href="#question-robvanderveer" title="Answering Questions">💬</a> <a href="#promotion-robvanderveer" title="Promotion">📣</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/msnishanth9001"><img src="https://avatars.githubusercontent.com/u/49409979?v=4?s=100" width="100px;" alt="M S Nishanth"/><br /><sub><b>M S Nishanth</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=msnishanth9001" title="Code">💻</a> <a href="#question-msnishanth9001" title="Answering Questions">💬</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/kingthorin"><img src="https://avatars.githubusercontent.com/u/7570458?v=4?s=100" width="100px;" alt="Rick M"/><br /><sub><b>Rick M</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=kingthorin" title="Code">💻</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://owasp.org/"><img src="https://avatars.githubusercontent.com/u/36673698?v=4?s=100" width="100px;" alt="Harold Blankenship"/><br /><sub><b>Harold Blankenship</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=hblankenship" title="Code">💻</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/RiccardoBiosas"><img src="https://avatars.githubusercontent.com/u/65150720?v=4?s=100" width="100px;" alt="RiccardoBiosas"/><br /><sub><b>RiccardoBiosas</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=RiccardoBiosas" title="Code">💻</a></td>
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</tr>
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<tr>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/aryanxk02"><img src="https://avatars.githubusercontent.com/u/59761275?v=4?s=100" width="100px;" alt="Aryan Kenchappagol"/><br /><sub><b>Aryan Kenchappagol</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=aryanxk02" title="Documentation">📖</a></td>
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<td align="center" valign="top" width="14.28%"><a href="https://github.com/mik0w"><img src="https://avatars.githubusercontent.com/u/64902909?v=4?s=100" width="100px;" alt="Mikołaj Kowalczyk"/><br /><sub><b>Mikołaj Kowalczyk</b></sub></a><br /><a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=mik0w" title="Code">💻</a> <a href="https://github.com/OWASP/www-project-machine-learning-security-top-10/commits?author=mik0w" title="Documentation">📖</a> <a href="#question-mik0w" title="Answering Questions">💬</a> <a href="#promotion-mik0w" title="Promotion">📣</a></td>
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</tr>
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</tbody>
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</table>
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## Get Started
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<!-- markdownlint-restore -->
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<!-- prettier-ignore-end -->
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The project has a [wiki](https://github.com/OWASP/www-project-machine-learning-security-top-10/wiki)
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which provides information to get you started on how to contribute.
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<!-- ALL-CONTRIBUTORS-LIST:END -->
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## License
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This project is licensed under the terms of the [Creative Commons Attribution-ShareAlike 4.0 International License](./LICENSE)
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This project is licensed under the terms of the
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[Creative Commons Attribution-ShareAlike 4.0 International License](./LICENSE)

index.md

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- Provide feedback and report potential bugs
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- Suggest enhancements to the project
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- Fix a [Bug](https://github.com/owasp/www-project-machine-learning-security-top-10/issues?q=is%3Aopen+is%3Aissue+label%3Abug) or implement an [Enhancement](https://github.com/owasp/www-project-machine-learning-security-top-10/issues?q=is%3Aopen+is%3Aissue+label%3Aenhancement)
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- Fix a
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[Bug](https://github.com/owasp/www-project-machine-learning-security-top-10/issues?q=is%3Aopen+is%3Aissue+label%3Abug)
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or implement an
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[Enhancement](https://github.com/owasp/www-project-machine-learning-security-top-10/issues?q=is%3Aopen+is%3Aissue+label%3Aenhancement)
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## Top 10 Machine Learning Security Risks
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tab_contributors.md

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tab_related.md

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# Related
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**Top 10 lists related to ML and AI:**
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Top10 lists similar to famous OWASP Top10 for Web Applications list, but for AI:
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- [MLSecOps Top10](https://ethical.institute/security.html)
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- [OWASP Top10 for Large Language Models](https://owasp.org/www-project-top-10-for-large-language-model-applications/)
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**Vulnerability databases:**
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Catalogued vulnerabilities and risks that were present in real-world AI and ML systems:
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Catalogued vulnerabilities and risks that were present in real-world AI and ML
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systems:
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- [AI Vulnerability Database (AVID)](https://avidml.org/)
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- [MITRE ATLAS](https://atlas.mitre.org/)
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- [AI Risk Database](https://airisk.io/)
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**AI/ML security guidelines:**
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Various guidelines on ML and AI Security and Safety
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- [OWASP AI Security and Privacy Guide](https://owasp.org/www-project-ai-security-and-privacy-guide/)
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- [ETSI "Securing Artificial Intelligence](https://www.etsi.org/technologies/securing-artificial-intelligence)
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- [Biden&Harris Administraton - Ensuring Safe, Secure and Trustworthy AI](https://www.whitehouse.gov/wp-content/uploads/2023/07/Ensuring-Safe-Secure-and-Trustworthy-AI.pdf)
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**Playbooks**
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Interactive playbooks useful in threat modelling and securing AI.
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- [NIST AI Risk Management Framework Playbook](https://pages.nist.gov/AIRMF/)
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- [Department of Energy AI Risk Management Playbook](https://www.energy.gov/ai/doe-ai-risk-management-playbook-airmp)
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**Other**
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All the other resources related to ML Security - threat modelling resources, risk assessments framework, "Awesome Lists" etc.
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All the other resources related to ML Security - threat modelling resources,
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risk assessments framework, "Awesome Lists" etc.
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- [Google on Red Teaming AI](https://services.google.com/fh/files/blogs/google_ai_red_team_digital_final.pdf)
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- [Berryville ML Institute Resources for Threat Modelling ML]([https://berryvilleiml.com/interactive/)

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