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MITRE ATLAS AI Artifacts (AML.T0112.001) - Adversarial AI Artifacts threat to AI systems

This node addresses MITRE ATLAS technique AML.T0112.001 (AI Artifacts). Adversaries may achieve full system compromise by introducing malicious AI…

What MITRE ATLAS AI Artifacts (AML.T0112.001) - Adversarial AI Artifacts threat to AI systems requires

This node addresses MITRE ATLAS technique AML.T0112.001 (AI Artifacts). Adversaries may achieve full system compromise by introducing malicious AI artifacts, such as models or data, that contain embedded malware or other malicious commands. AI artifacts are often stored in model registries or data stores and may affect many systems that pull these resources. Malicious content stored in AI artifacts may be executed as a result of unsafe serialization formats (e.g. Python pickle) or by other bundled scripts or notebooks. Defending against this technique is required under EU AI Act, NIST AI RMF, and ISO/IEC 42001 obligations; this node operationalises the documented ATLAS mitigations and cross-instrument controls into a deterministic verification workflow. Sub-technique of ATLAS AML.T0112.

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: 13fb479767407c6ed5dd194851e7340d112c41962dfab74c537d1c6b7c8017a2

Primary Citations — 5 traced to source

  • MITRE ATLAS - AI Artifacts (AML.T0112.001), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.T0112.001, AML.T0112.001 technique 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

+ 3 more citations (full bibliography, deterministic workflow, actionable schema and crosswalks) included in the vault unlock — $0.01 via Skyfire / L402 / Direct Base USDC.

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