AML.T0048: Backdoor ML Model

In MITRE ATLAS, Backdoor ML Model addresses persistence. Train or fine-tune a backdoored model that activates on a hidden trigger. Penaxtra records this control at critical severity and establishes its state by exercising it against the running system, so the result reflects observed behavior rather than a documented assertion.

Penaxtra maps its probe families to this ATLAS technique, so activity matching backdoor ml model surfaces as a finding carrying the AML.T0048 technique identifier for threat tracking and reporting. The MITRE ATLAS AML.T0048 identifier is attached when the finding is created, so it appears in the exported evidence pack already mapped to the control. Where the same weakness maps to another framework, the finding carries those control identifiers as well.

Findings for AML.T0048 carry the MITRE ATLAS AML.T0048 identifier along with the corresponding control identifiers in the other frameworks Penaxtra maps, so one result is reflected across each mapped framework.