MITRE ATLAS 2026.09 / technique reference
AML.T0067
LLM Trusted Output Components Manipulation
MITRE source definition
Adversaries may utilize prompts to a large language model (LLM) which manipulate various components of its response in order to make it appear trustworthy to the user. This helps the adversary continue to operate in the victim's environment and evade detection by the users it interacts with.
The LLM may be instructed to tailor its language to appear more trustworthy to the user or attempt to manipulate the user to take certain actions. Other response components that could be manipulated include links, recommended follow-up actions, retrieved document metadata, and [Citations](/techniques/AML.T0067.000).
Source modified 2026-05-27. Reproduced from the pinned ATLAS release; inline technique links resolve to local reference pages.
Parent, sub-techniques and ATT&CK references
Source-backed defensive context
MITRE mitigations
No explicit relationship in this pinned source.
MITRE case studies
- AML.CS0041 Rules File Backdoor: Supply Chain Attack on AI Coding Assistants · Exercise
- AML.CS0059 EchoLeak: Zero-Click Prompt Injection Targeting M365 Copilot for Data Exfiltration · Exercise
- AML.CS0064 Poisoned GGUF Templates: Inference-Time Supply Chain Attack · Exercise
These are explicit source relationships, not independently reproduced incidents or validated detection coverage.
Simulation and telemetry boundary
This is a technique reference page, not a runnable simulation. No ATLAS-specific telemetry mapping, local attack execution or detector validation is asserted. MITRE maturity describes its source evidence, not a 1200km lab result.
For broader context—not technique-specific control mappings—see AI Security, AI Security Course, and detection-validation methodology.
Provenance and attribution
Immutable MITRE ATLAS source · Import provenance · Attribution and transformation notice · Apache License 2.0
Copyright 2021-2026 MITRE. Source text and explicit relationships are retained; navigation, formatting and local links are provided by 1200km.
No explicit relationship in this pinned source.