MITRE ATLASsub-technique

AML.T0005.001 Train Proxy via Replication

Published 2021-05-13 Modified 2021-05-13 Official page ↗
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)

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