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drupadsachania
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mitre-atlas

Map MITRE ATLAS threats to AI/ML systems across data pipelines and endpoints.

Updated May 22, 2026
Search Tags:#threat-modeling#risk-management#atlas#ai-security#ml-security#mitre-atlas
One-click install
npx skills add https://github.com/drupadsachania/aegis-skills --skill mitre-atlas
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mitre-atlas
Source: https://github.com/drupadsachania/aegis-skills/tree/main/skills/mitre-atlas
Command: npx skills add https://github.com/drupadsachania/aegis-skills --skill mitre-atlas

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

MITRE ATLAS-based threat modeling for AI/ML systems helps defenders map adversarial threats and design countermeasures.

Core Features & Use Cases

  • Phase-driven framework that pairs MITRE ATLAS with ATT&CK mappings to identify vulnerabilities across training pipelines, model registries, and inference endpoints.
  • Provides phase-specific references, artifacts, and a structured threat model template to guide security planning and incident response.
  • Use cases include threat modeling, deception planning, and risk-reduction workflows for ML systems in production.

Quick Start

Invoke the atlas-tactics-overview phase to begin mapping ATLAS for your ML system.

Frequently Asked Questions about mitre-atlas

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I map MITRE ATLAS threats to an ML system?▼

To map MITRE ATLAS threats to an ML system, apply a phase-based workflow across data pipelines, model registries, and inference endpoints to identify vulnerabilities and guide security design.

What is MITRE ATLAS threat modeling for AI security?▼

MITRE ATLAS threat modeling for AI security is a framework that pairs ATLAS with ATT&CK mappings to identify adversarial threats across production ML pipelines and design appropriate countermeasures.

How do I start threat modeling for inference endpoints and model registries?▼

Start threat modeling for inference endpoints and model registries by invoking the atlas-tactics-overview phase to map ATLAS threats and generate a structured threat model for your ML environment.

Can I use MITRE ATLAS for incident response in production ML systems?▼

Yes, you can use MITRE ATLAS for incident response in production ML systems by applying phase-specific references and structured threat model templates to guide risk-reduction workflows.

Does ATLAS threat modeling cover credentials and data pipelines?▼

ATLAS threat modeling covers credentials and data pipelines by applying a phase-driven workflow to identify vulnerabilities across these components and output defense-oriented security plans.

What is the best way to plan deception for ML security threats?▼

The best way to plan deception for ML security threats is to map adversarial tactics using MITRE ATLAS, providing structured templates that guide deception planning alongside threat modeling.

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