MITRE ATLASsub-technique

AML.T0024.001 Invert AI Model

Published 2021-05-13 Modified 2025-04-09 Official page ↗
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)

Referenced by MITRE ATLAS · mitigates (3)

  • AML.M0024 AI Telemetry Logging mitigation
  • AML.M0002 Passive AI Output Obfuscation mitigation
  • AML.M0004 Restrict Number of AI Model Queries mitigation