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AML.T0024: Exfiltration via LLM Inference

Use crafted inference calls to leak training data, system prompts, or RAG context.

Last reviewed September 2026

Why AML.T0024 evidence is hard

In MITRE ATLAS, Exfiltration via LLM Inference addresses exfiltration. Use crafted inference calls to leak training data, system prompts, or RAG context. Penaxtra records this control at high severity and establishes its state by exercising it against the running system, so the result reflects observed behavior rather than a documented assertion.

How Penaxtra maps to AML.T0024

Penaxtra maps its probe families to this ATLAS technique, so activity matching exfiltration via llm inference surfaces as a finding carrying the AML.T0024 technique identifier for threat tracking and reporting. The MITRE ATLAS AML.T0024 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.

AML.T0024 capabilities

Probe and check coverage aligned to AML.T0024 (Exfiltration via LLM Inference)

Findings tagged with the MITRE ATLAS AML.T0024 identifier

Penaxtra severity for this control (high)

Cross-framework identifiers attached to the same finding where controls overlap

PDF and JSON evidence export with the control identifier attached

AML.T0024 control coverage

Findings for AML.T0024 carry the MITRE ATLAS AML.T0024 identifier along with the corresponding control identifiers in the other frameworks Penaxtra maps, so one result is reflected across each mapped framework.

Frequently asked

What is AML.T0024 (Exfiltration via LLM Inference)?

Use crafted inference calls to leak training data, system prompts, or RAG context. It is a MITRE ATLAS control; Penaxtra assesses it at high severity.

How does Penaxtra test for AML.T0024?

Penaxtra maps its probe families to this ATLAS technique, so activity matching exfiltration via llm inference surfaces as a finding carrying the AML.T0024 technique identifier for threat tracking and reporting.

Does a finding for AML.T0024 help with an audit?

Each finding is tagged with the MITRE ATLAS AML.T0024 identifier and exported in the PDF and JSON evidence pack, so it appears on the auditor control list with the identifier already attached.