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MITRE ATLAS · AML.M0007
Validate training data
“Inspect training data for poisoning indicators; quarantine untrusted sources; statistical outlier checks.”
ATLAS mitigation AML.M0007
data
Type
mitigation
Parent
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Sub-items
0
Cross-framework relationships
Lattice uses an explicit, four-type vocabulary and refuses ‘equivalent.’ Each relationship below carries a rationale and an editorial reviewer credit.
informs
1- Poison training dataMITRE ATLAS · AML.T0020
Data poisoning (technique) is mitigated in part by training-data validation (mitigation). Within ATLAS, this is the mapped relationship.
Reviewer: Editorial: K. Park · Reviewed 2026-05-02
Version: Pinned 2026.Q1Last reviewed: 2026-05-02