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MITRE ATLAS Mitigation Model Hardening (AML.M0003) - Model Hardening Techniques Against Adversarial Inputs

This node operationalises MITRE ATLAS mitigation AML.M0003 (Model Hardening). Use techniques to make AI models robust to adversarial inputs such as…

What MITRE ATLAS Mitigation Model Hardening (AML.M0003) - Model Hardening Techniques Against Adversarial Inputs requires

This node operationalises MITRE ATLAS mitigation AML.M0003 (Model Hardening). Use techniques to make AI models robust to adversarial inputs such as adversarial training or network distillation. It maps the mitigation to EU AI Act, NIST AI RMF, and ISO/IEC 42001 obligations and drives a 10-gate verification workflow that an AI agent can execute against any production system.

Pillar: AI Governance & Law · Authority: MITRE Corporation · Version: 1.0.1 · Last updated:

Primary source: https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml

SHA-256 integrity: 67025ffab67ff02de65edc058fb3df1b15292dfd7b44a43e959439083ad4c7ca

Primary Citations — 6 traced to source

  • MITRE ATLAS - Model Hardening (AML.M0003), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.M0003, AML.M0003 mitigation entry, 2026
  • EU AI Act - Regulation (EU) 2024/1689 on Artificial Intelligence, https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689, Article 15 (Accuracy, Robustness, Cybersecurity), 2024

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