MITRE ATLAS Models (AML.T0002.001) - Adversarial Models threat to AI systems

What MITRE ATLAS Models (AML.T0002.001) - Adversarial Models threat to AI systems requires

This node addresses MITRE ATLAS technique AML.T0002.001 (Models). Adversaries may acquire public models to use in their operations. Adversaries may seek models used by the victim organization or models that are representative of those used by the victim organization. Representative models may include model architectures, or pre-trained models which define the architecture as well as model parameters from training on a dataset. The adversary may search public sources for common model architecture configuration file formats such as YAML or Python configuration files, and common model storage file formats such as ONNX (.onnx), HDF5 (.h5), Pickle (.pkl), PyTorch (.pth), or TensorFlow (.pb, .tflite). Acquired models are useful in advancing the adversary's operations and are frequently used to tailor attacks to the victim model. 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.T0002. ATLAS-mapped mitigations: AML.M0001 Limit Model Artifact Release, AML.M0014 Verify AI Artifacts.

Pillar: AI Governance & Law · Authority: MITRE Corporation · Version: 1.0.1 · Last updated: 2026-07-22

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

SHA-256 integrity: 28f03764fbbbe43ecf6305af7512d7cdfe0d49fda7fa0f82d86485dd4e97a778

Primary Citations — 7 traced to source

• MITRE ATLAS - Models (AML.T0002.001), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.T0002.001, AML.T0002.001 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

+ 5 more citations (full bibliography, deterministic workflow, actionable schema and crosswalks) included in the vault unlock — $0.01 via Skyfire / L402 / Direct Base USDC.

Access

• Discovery (free): /api/v1/nodes/mitre-atlas-models.json — 6-field metadata
• Vault (full node): /api/v1/vault/nodes/mitre-atlas-models.json — full 13-key payload, $0.01 USDC (L402/Skyfire/Direct Base)
• Canonical URL: https://bidda.com/intelligence/mitre-atlas-models
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