ATLAS Landscape
AML.T0015

Evade AI Model

Adversaries can [Craft Adversarial Data](/techniques/AML.T0043) that prevents an AI model from correctly identifying the contents of the data or [Generate Deepfakes](/techniques/AML.T0088) that fools an AI model expecting authentic data. This technique can be used to evade a downstream task where AI is utilized. The adversary may evade AI-based virus/malware detection or network scanning towards the goal of a traditional cyber attack. AI model evasion through deepfake generation may also provide initial access to systems that use AI-based biometric authentication.

Severity CVE CVSS
MEDIUM CVE-2026-34760 5.9
MEDIUM CVE-2025-46150 5.3
MEDIUM CVE-2025-46148 5.3