Train Proxy via Gathered AI Artifacts
Sub-technique of AML.T0005 Create Proxy AI Model
Description
Proxy models may be trained from AI artifacts (such as data, model architectures, and pre-trained models) that are representative of the target model gathered by the adversary.
This can be used to develop attacks that require higher levels of access than the adversary has available or as a means to validate pre-existing attacks without interacting with the target model.
- ATLAS ID
- AML.T0005.000
- Maturity
- DemonstratedShown to work in research or red-team exercises.
- Platforms
- Predictive AIGenerative AIAgentic AI
Mitigations
- AML.M0000Limit Public Release of Information
Limiting release of technical information about a model and training data can reduce an adversary's ability to create an accurate proxy model.
- AML.M0001Limit Model Artifact Release
Limiting the release of model artifacts can reduce an adversary's ability to create an accurate proxy model.