Techniqueinitial-accessdefense-evasionimpactATLAS

AML.T0015Evade AI Model

What it is

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.

References

  1. https://atlas.mitre.org/techniques/AML.T0015

Related by meaning· 6

Nearest entities by semantic similarity across the cs-graph corpus.

ATLAS tactic
Defense Evasion
ATLAS
Generate Deepfakes
ATLAS
Erode AI Model Integrity
ATLAS tactic
AI Model Access
ATLAS
AI Model Inference API Access
ATLAS
Manipulate AI Model
Sourced from MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Curated by Adam Lundqvist, SQUR.