What MITRE ATLAS Data (AML.T0010.002) - Adversarial Data threat to AI systems requires
This node addresses MITRE ATLAS technique AML.T0010.002 (Data). Data is a key vector of supply chain compromise for adversaries. Every AI project will require some form of data. Many rely on large open source datasets that are publicly available. An adversary could rely on compromising these sources of data. The malicious data could be a result of Poison Training Data or include traditional malware. An adversary can also target private datasets in the labeling phase. The creation of private datasets will often require the hiring of outside labeling services. An adversary can poison a dataset by modifying the labels being generated by the labeling service. 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.T0010. ATLAS-mapped mitigations: AML.M0005 Control Access to AI Models and Data at Rest, AML.M0007 Sanitize Training Data, AML.M0014 Verify AI Artifacts, AML.M0025 Maintain AI Dataset Provenance.
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: 0d8d5e5023f580cdad5b06aa36a5bfc1a5e9b7906591dd1b75b3b0724b9c2d64
Primary Citations — 9 traced to source
- MITRE ATLAS - Data (AML.T0010.002), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.T0010.002, AML.T0010.002 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
+ 7 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-data.json — 6-field metadata
- Vault (full node): /api/v1/vault/nodes/mitre-atlas-data.json — full 13-key payload, $0.01 USDC (L402/Skyfire/Direct Base)
- Canonical URL: https://bidda.com/intelligence/mitre-atlas-data
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