AI Bill of Materials - AI Mitigation
AI MitigationAn 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...
Overview
A source-backed snapshot of this defense.
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.
Safeguard details
Where this defense applies and how the source classifies it.
- ATLAS ID
- AML.M0023
- Priority score
- 35
Covered techniques
Attacks this defense is designed to help with.
AML.T0010 - AI Supply Chain Compromise
An AI BOM can help users identify untrustworthy components of their AI supply chain.
AML.T0011.001 - Malicious Package
An AI BOM can help users identify untrustworthy software dependencies.
AML.T0020 - Poison Training Data
An AI BOM can help users identify untrustworthy model artifacts.
AML.T0019 - Publish Poisoned Datasets
An AI BOM can help users identify untrustworthy model artifacts.
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Source evidence
Original public records and references for this page.
Original source
Original source links
Open the public records and source datasets used for this page.