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AI Mitigation

AI Bill of Materials - AI Mitigation

An AI Bill of Materials (AI BOM) contains a full listing of artifacts and resources that were used in building the AI. The AI BOM can help mitigate supply chain risks and enable rapid response to reported vulnerabilities. This can include maintaining dataset provenance, i.e. a detailed history of datasets used for AI applications. The history can include information about the dataset source as well as well as a co...

AI MitigationBusiness and Data UnderstandingData PreparationML Model EngineeringPolicy

Record summary

A quick snapshot of what this page covers.

Techniques7Attacks this defense is designed to help with.
Lifecycle3Where this defense applies in the AI lifecycle.
Categories1How the source groups this defense.

Control summary

What this defense is meant to help prevent.

An AI Bill of Materials (AI BOM) contains a full listing of artifacts and resources that were used in building the AI. The AI BOM can help mitigate supply chain risks and enable rapid response to reported vulnerabilities.

This can include maintaining dataset provenance, i.e. a detailed history of datasets used for AI applications. The history can include information about the dataset source as well as well as a complete record of any modifications.

ATLAS ID
AML.M0023
Priority score
35
Business and Data UnderstandingData PreparationML Model Engineering
Policy

Covered techniques

Attacks this defense is designed to help with.

Source

Where this page information comes from.