Discover ML Model Ontology

Type: technique

Description: Adversaries may discover the ontology of a machine learning model's output space, for example, the types of objects a model can detect. The adversary may discovery the ontology by repeated queries to the model, forcing it to enumerate its output space. Or the ontology may be discovered in a configuration file or in documentation about the model.

The model ontology helps the adversary understand how the model is being used by the victim. It is useful to the adversary in creating targeted attacks.

Version: 0.1.0

Created At: 2025-03-04 10:27:40 -0500

Last Modified At: 2025-03-04 10:27:40 -0500

External References

  • --> Discovery (tactic): Identifying the structure, components, or taxonomy of machine learning models to understand their organization and usage.