Mitigation

AML.M0008Validate AI Model

What it is

Validate that AI models perform as intended by testing for backdoor triggers, potential for data leakage, or adversarial influence. Monitor AI model for concept drift and training data drift, which may indicate data tampering and poisoning.

References

  1. https://atlas.mitre.org/mitigations/AML.M0008

Related by meaning· 6

Nearest entities by semantic similarity across the cs-graph corpus.

ATLAS mitigation
Model Hardening
ATLAS mitigation
Control Access to AI Models and Data in Production
ATLAS mitigation
User Training
ATLAS mitigation
Control Access to AI Models and Data at Rest
ATLAS mitigation
Input and Output Validation for AI Agent Components
ATLAS mitigation
Verify AI Artifacts
Sourced from MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Curated by Adam Lundqvist, SQUR.