AML.T0015: Evade AI Model
Adversaries can Craft Adversarial Data that prevents an AI model from correctly identifying the contents of the data or Generate Deepfakes 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.
Standards mapping
Where this fits in a TurboPentest engagement
TurboPentest's agentic pentest is powerful and covers a broad range of issues automatically. This particular class is best confirmed in a manual IntegSec engagement, where human pentesters apply deeper methodology and a larger context window than any automated pass.
Frequently asked questions
What is AML.T0015 Evade AI Model?
Adversaries can Craft Adversarial Data that prevents an AI model from correctly identifying the contents of the data or Generate Deepfakes 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.
Which tactics does AML.T0015 belong to?
AML.T0015 maps to the Initial Access, Defense Evasion, Impact tactics.
Does TurboPentest test for Evade AI Model?
TurboPentest's agentic pentest is powerful and covers a broad range of issues automatically. This particular class is best confirmed in a manual IntegSec engagement, where human pentesters apply deeper methodology and a larger context window than any automated pass.
Related MITRE ATLAS techniques
- Initial AccessAML.T0010: AI Supply Chain Compromise
- Initial Access, Privilege EscalationAML.T0012: Valid Accounts
- Initial AccessAML.T0049: Exploit Public-Facing Application
- Initial Access, Lateral MovementAML.T0052: Phishing
- Initial AccessAML.T0078: Drive-by Compromise
- Initial Access, PersistenceAML.T0093: Prompt Infiltration via Public-Facing Application
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