MITRE ATLASsub-technique
AML.T0024.001 Invert AI Model
- Tactics
- Exfiltration
- Created
- 2021-05-13
Description
AI models' training data could be reconstructed by exploiting the confidence scores that are available via an inference API.
By querying the inference API strategically, adversaries can back out potentially private information embedded within the training data.
This could lead to privacy violations if the attacker can reconstruct the data of sensitive features used in the algorithm.
Related
Subtechnique of · MITRE ATLAS (1)
- AML.T0024 Exfiltration via AI Inference API technique
Tactic · MITRE ATLAS (1)
- AML.TA0010 Exfiltration tactic