Are training data, model output, and other sensitive AI assets securely stored?

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Cybersecurity Category
Design PhaseInput PhaseDeploy PhaseMonitor Phase
Are training data, model output, and other sensitive AI assets securely stored?

Is your data stored and managed in a secure way? Think about training data, tables, models, outputs, etc. Do only authorized individuals have access to your data sources? Source: BerryVilleiML

If you answered No then you are at risk

If you are not sure, then you might be at risk too

Recommendations

  • Implement access control rules.
  • Verify the security of the authentication mechanism (and the system as a whole).
  • Consider the risk when utilizing public/external data sources.

Interesting resources/references