MITRE ATLAS (Adversarial Threat Landsape for Artificial Intelligence)

• Publisher: MITRE
• Status: active
• Version: 2023
• Release Date: 2023-11-30
• Date Added: 2025-08-28
• Source URL: https://atlas.mitre.org/

---

Summary

ATLAS Matrix is a living knowledge base of adversarial tactics and techniques targeting AI and ML systems, modeled after the ATT&CK Matrix. It enables defenders, red teams, and AI practitioners to systematically understand and map AI-specific threats across the adversarial lifecycle.

---

Key Takeaways

• Organizes adversarial behavior into tactics (objectives) and techniques (methods) specific to AI/ML systems.
• Covers the full lifecycle - reconnaissance, poisoning, model extraction, evasion, persistence, and impact.
• Provides case studies and mitigations tied to each technique and sub-technique.
• Complements MITRE ATT&CK by filling AI/ML-specific threat gaps.

---

Additional Sources

• ATLAS Matrix
• ATLAS Github

---

Tags

adversarial-ml, framework, matrix, threat-modelling, mitigations, case-studies

---

License

Public-domain