MITRE ATLAS Data

This repository distributes data for MITRE ATLAS™ (Adversarial Threat Landscape for AI Systems), a public knowledge base of adversary TTPs targeting AI systems.

It includes the supporting tooling for parsing, validating, and managing ATLAS data.

Quick Start with ATLAS Data

Install uv: https://docs.astral.sh/uv/getting-started/installation/

Install dependencies:

uv sync

Activate virtual environment:

source .venv/bin/activate

Parse and validate ATLAS data in Python:

import yaml
from pathlib import Path
from atlas.schemas import AtlasExport

path = Path("dist/ATLAS-latest.yaml")

with path.open("r") as f:
    raw = yaml.safe_load(f)

atlas_data = AtlasExport.model_validate(raw)

print("Release version:", atlas_data.collection.version)
print("Tactics:", len(atlas_data.tactics))
print("Techniques:", len(atlas_data.techniques))
print("Mitigations:", len(atlas_data.mitigations))
print("Relationships:", len(atlas_data.relationships))

Project layout

• dist/ - distributed ATLAS data files and the release manifest.
• atlas/ - ATLAS Python package containing Pydantic schemas and REST API
• tools/ - command-line tooling to populate ATLAS YAML into the database and generate additional distribution formats (STIX, Navigator layers, Excel).
• tests/ - test suite for ATLAS data and REST API
• .github/workflows/ - CI workflows for release asset generation

Distributed ATLAS Data

The latest ATLAS data is stored in dist/ATLAS-latest.yaml

Versioning

ATLAS releases monthly content updates. It follows two versioning schemes:

• Content version: data content version in collection.version that follows YYYY.MM.N versioning (e.g. 2026.05).
• Format version: data format version in format-version that follows semantic versioning (e.g. 6.0.0).

dist/manifest.yaml ties these together by listing which file path implements which format-version for each release.

Note: separating content from format versions started with 2026.05 / 6.0.0. Previously content and format changes followed combined SEMVER versioning.

Distributed Versions

A summary of distributed ATLAS YAML files:

• dist/ATLAS-latest.yaml will always point to the latest content in the latest format.
• dist/v6/ATLAS-latest.yaml will always point to the latest content in v6 format.
• dist/v6/ATLAS-{version}.yaml contain historical versions of ATLAS migrated to v6 format.
• dist/legacy/ATLAS-{version}.yaml contain historical versions of ATLAS in their original format at time of release.
• dist/ATLAS.yaml is deprecated and will no longer be updated.

The manifest (dist/manifest.yaml) contains a complete listing of distributed files. It maps each content release to one or more files by format-version.

ATLAS Data Format

Current distributable ATLAS format is represented by atlas.schemas.AtlasExport.

Top-level keys:

• format-version
• collection
• matrix
• tactics
• techniques
• mitigations
• case-studies
• relationships

High-level shape (abbreviated):

format-version: 6.0.0

collection:
  id: ATLAS-collection
  version: "2026.05"
  name: ATLAS
  description: Adversarial Threat Landscape for AI Systems

matrix:
  id: ATLAS-matrix
  name: ATLAS

tactics:
  AML.TA0002:
    id: AML.TA0002
    object-type: tactic
    name: Reconnaissance

techniques:
  AML.T0005:
    id: AML.T0005
    object-type: technique
    maturity: Demonstrated
    platforms:
      - Predictive AI

mitigations:
  AML.M0001:
    id: AML.M0001
    object-type: mitigation

case-studies:
  AML.CS0001:
    id: AML.CS0001
    object-type: case-study
    type: Incident

relationships:
  ATLAS-matrix:
    sequences: [...]
  AML.T0005:
    achieves: [...]
  AML.M0001:
    mitigates: [...]
  AML.CS0001:
    employs: [...]

ID conventions

The format enforces typed ID patterns, including:

• Collection ID: ATLAS-collection
• Matrix ID: ATLAS-matrix
• Tactic ID: AML.TA####
• Technique ID: AML.T####
• Sub-technique ID: AML.T####.###
• Mitigation ID: AML.M####
• Case study ID: AML.CS####

Relationship types

ATLAS object relationships are explicit and typed:

• sequences: matrix -> tactic (ordered matrix layout)
• achieves: technique -> tactic
• specializes: sub-technique -> parent technique
• mitigates: mitigation -> technique
• employs: case study -> technique (includes tactic, step-id, leads-to metadata)

REST API

The REST API is designed to manage the ATLAS data. Data can be imported from a v6 ATLAS YAML file, modified via calls the the API, and exported for distribution.

The API is backed by a SQLite database stored at sqlite:///./atlas.db.

Quick Start with the API

Install uv: https://docs.astral.sh/uv/getting-started/installation/

Install dependencies:

uv sync

Activate virtual environment:

source .venv/bin/activate

Load atlas data into the database:

uv run populate-atlas-db -i dist/v6/ATLAS-2026.05.yaml

Run API locally:

fastapi run atlas/api.py --reload

It is now possible to browse the api docs at http://localhost:8000/docs

Export the data from the API:

curl http://localhost:8000/versions/2026.05/data -o ATLAS-export.yaml

REST API Endpoints

• health:
  • GET /health
• version management:
  • POST /versions
  • GET /versions
  • GET /versions/{version}
  • PATCH /versions/{version}
  • DELETE /versions/{version}
  • GET /versions/{version}/data (exports version as YAML)
• data management (version-scoped):
  • /{version}/collection/
  • /{version}/matrix/
  • /{version}/tactics/
  • /{version}/techniques/
  • /{version}/mitigations/
  • /{version}/case-studies/

Tools

Tools for generating downstream data formats.

ATLAS to STIX

Entrypoint: atlas-to-stix (tools/atlas_to_stix.py)

Generate ATLAS STIX:

uv run tools/atlas_to_stix.py -i dist/v6/ATLAS-2026.05.yaml -o dist/stix-atlas.json

Generate ATLAS + ATT&CK Enterprise STIX bundle:

uv run tools/atlas_to_stix.py -i dist/v6/ATLAS-2026.05.yaml --include-attack -o dist/stix-atlas-attack-enterprise.json

Other options:

• --include-case-studies
• --maturity-threshold {feasible,demonstrated,realized}
• --url, --source_name, --identity_name

ATLAS to Excel

Entrypoint: atlas-to-excel (tools/atlas_to_excel.py)

Generate ATLAS Excel workbooks:

uv run atlas-to-excel -i dist/v6/ATLAS-2026.05.yaml

Default output directory: dist/excel-files/

Generate ATLAS Navigator layers

Entrypoint: generate-navigator-layers (tools/generate_navigator_layers.py)

Generate Navigator layers:

uv run generate-navigator-layers -i dist/v6/ATLAS-2026.05.yaml

Release Statement

Approved for Public Release; Distribution Unlimited. Public Release Case Number 26-1162 ©2026 The MITRE Corporation. ALL RIGHTS RESERVED.