What MITRE ATLAS Embedded Knowledge (AML.T0084.000) - Adversarial Embedded Knowledge threat to AI systems requires
This node addresses MITRE ATLAS technique AML.T0084.000 (Embedded Knowledge). Adversaries may attempt to discover the data sources a particular agent can access. The AI agent's configuration may reveal data sources or knowledge. The embedded knowledge may include sensitive or proprietary material such as intellectual property, customer data, internal policies, or even credentials. By mapping what knowledge an agent has access to, an adversary can better understand the AI agent's role and potentially expose confidential information or pinpoint high-value targets for further exploitation. 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.T0084.
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: 1a6ffbd5e840142d0adf33679050b046c6e01f69c32f74a65b5635e673ae5f47
Primary Citations — 5 traced to source
- MITRE ATLAS - Embedded Knowledge (AML.T0084.000), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.T0084.000, AML.T0084.000 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.
Access
- Discovery (free): /api/v1/nodes/mitre-atlas-embedded-knowledge.json — 6-field metadata
- Vault (full node): /api/v1/vault/nodes/mitre-atlas-embedded-knowledge.json — full 13-key payload, $0.01 USDC (L402/Skyfire/Direct Base)
- Canonical URL: https://bidda.com/intelligence/mitre-atlas-embedded-knowledge
- Back to registry: Browse all 10,108 compliance nodes