ATLASAML.T0018.002
ATLAS index
AML.T0018.002

Embed Malware

Adversaries may embed malicious code into AI Model files. AI models may be packaged as a combination of instructions and weights. Some formats such as pickle files are unsafe to deserialize because they can contain unsafe calls such as exec. Models with embedded malware may still operate as expected. It may allow them

Framework
MITRE ATLAS
Maturity
Realized
Platforms
Predictive AI, Generative AI, Agentic AI
Release
2026.05

Overview

Adversaries may embed malicious code into AI Model files. AI models may be packaged as a combination of instructions and weights. Some formats such as pickle files are unsafe to deserialize because they can contain unsafe calls such as exec. Models with embedded malware may still operate as expected. It may allow them to achieve Execution, Command & Control, or Exfiltrate Data.

Sources

  1. MITRE ATLAS AML.T0018.002: Embed Malware — MITRE