Confidential Information (a7949861-5252-50a0-af64-9d8de323ea2e)
- There are certain kinds of machine learning (ML) models which actually contain parts of the training data in its raw form within them by design. For example, ‘support vector machines’ (SVMs) and ‘k-nearest neighbours’ (KNN) models contain some of the training data in the model itself.
- Algorithmic leakage is an issue that should be considered carefully. Source: BerryVilleiML
Threat-modeling question: Is the AI model suited for processing confidential information?
| Cluster A | Galaxy A | Cluster B | Galaxy B | Level |
|---|---|---|---|---|
| LLM Data Leakage (45d378aa-20ae-401d-bf61-7f00104eeaca) | MITRE ATLAS Attack Pattern | Confidential Information (a7949861-5252-50a0-af64-9d8de323ea2e) | PLOT4ai | 1 |