AI and Machine Learning Security Risks

Threat landscape for AI/ML systems: adversarial attacks, data poisoning, model theft, and prompt injection across the deployment lifecycle.

Threat IntelligenceTIDThreatDPSDataAdvancedCUI2,019 words9 min readApr 1, 2026

Last updated Apr 11, 2026Currentv2

CLASSIFICATION: CUI

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Table of Contents

AI and Machine Learning Security Risks

What you need

Also at this clearance level

Data Protection and Sovereignty (DPS): The Geological Core

Vulnerability and Surface Defense (VSD): The Oceans

Security for Manufacturing

Security for SaaS Companies

The Academy

The Command Post

The Armory