AI Artifact Collection
Description
Adversaries may collect AI artifacts for Exfiltration or for use in AI Attack Staging.
AI artifacts include models and datasets as well as other telemetry data produced when interacting with a model.
- ATLAS ID
- AML.T0035
- Maturity
- RealizedUsed by real adversaries against AI systems in the wild.
- Platforms
- Predictive AIGenerative AIAgentic AI
Mitigations
- AML.M0001Limit Model Artifact Release
Limiting the release of artifacts can reduce an adversary's ability to collect model artifacts
- AML.M0005Control Access to AI Models and Data at Rest
Access controls can prevent or limit the collection of AI artifacts on the victim system.
- AML.M0012Encrypt Sensitive Information
Protect machine learning artifacts with encryption.
- AML.M0017AI Model Distribution Methods
Avoiding the deployment of models to edge devices reduces the attack surface and can prevent adversary artifact collection.