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MITRE ATLAS Spearphishing via Social Engineering LLM (AML.T0052.000) - Adversarial Spearphishing via Social Engineering LLM threat to AI systems

This node addresses MITRE ATLAS technique AML.T0052.000 (Spearphishing via Social Engineering LLM). Adversaries may turn LLMs into targeted social…

What MITRE ATLAS Spearphishing via Social Engineering LLM (AML.T0052.000) - Adversarial Spearphishing via Social Engineering LLM threat to AI systems requires

This node addresses MITRE ATLAS technique AML.T0052.000 (Spearphishing via Social Engineering LLM). Adversaries may turn LLMs into targeted social engineers. LLMs are capable of interacting with users via text conversations. They can be instructed by an adversary to seek sensitive information from a user and act as effective social engineers. They can be targeted towards particular personas defined by the adversary. This allows adversaries to scale spearphishing efforts and target individuals to reveal private information such as credentials to privileged systems. 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.T0052. ATLAS-mapped mitigations: AML.M0018 User Training, AML.M0034 Deepfake Detection.

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: 903def42aa2688bf18ef4ff92bf8c0d127b44deb4ab6ee7ba3d3078945936967

Primary Citations — 9 traced to source

  • MITRE ATLAS - Spearphishing via Social Engineering LLM (AML.T0052.000), https://raw.githubusercontent.com/mitre-atlas/atlas-data/main/dist/ATLAS.yaml#AML.T0052.000, AML.T0052.000 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

+ 7 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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