ATLASAML.T0011.000
ATLAS index
AML.T0011.000

Unsafe AI Artifacts

Adversaries may develop unsafe AI artifacts that when executed have a deleterious effect. The adversary can use this technique to establish persistent access to systems. These models may be introduced via a AI Supply Chain Compromise. Serialization of models is a popular technique for model storage, transfer, and loadi

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

Overview

Adversaries may develop unsafe AI artifacts that when executed have a deleterious effect. The adversary can use this technique to establish persistent access to systems. These models may be introduced via a AI Supply Chain Compromise.

Serialization of models is a popular technique for model storage, transfer, and loading. However, this format without proper checking presents an opportunity for code execution.

Sources

  1. MITRE ATLAS AML.T0011.000: Unsafe AI Artifacts — MITRE