AML.T0031
Erode AI Model Integrity
Description
Adversaries may degrade the target model's performance with adversarial data inputs to erode confidence in the system over time. This can lead to the victim organization wasting time and money both attempting to fix the system and performing the tasks it was meant to automate by hand.
Honesty-tier rationale
Impact is a real-world outcome (denial of service, cost, reputation, integrity loss). 'Simulating' these is either unsafe or misleading — delivered as an explainer.