MITRE ATLASsub-technique
AML.T0005.001 Train Proxy via Replication
- Tactics
- Ai Attack Staging
- Created
- 2021-05-13
Description
Adversaries may replicate a private model.
By repeatedly querying the victim's AI Model Inference API Access, the adversary can collect the target model's inferences into a dataset.
The inferences are used as labels for training a separate model offline that will mimic the behavior and performance of the target model.
A replicated model that closely mimic's the target model is a valuable resource in staging the attack.
The adversary can use the replicated model to Craft Adversarial Data for various purposes (e.g. Evade AI Model, Spamming AI System with Chaff Data).
Related
Subtechnique of · MITRE ATLAS (1)
- AML.T0005 Create Proxy AI Model technique
Tactic · MITRE ATLAS (1)
- AML.TA0001 AI Attack Staging tactic