APromptRiskDBThreat intelligence atlas
AI Risk

Lack of data understanding

"The correct understanding of the used data for developing an AI system is a prerequisite to avoid data shortcomings and hinders the development of an AI system which is best suiting for the intended functionality."

View related techniquesRead profile
AI Risk7. AI System Safety, Failures, & Limitations7.0 > AI system safety, failures, & limitations1 - Pre-deployment

Record summary

A quick snapshot of what this page covers.

Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain7. AI System Safety, Failures, & LimitationsThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain7. AI System Safety, Failures, & Limitations
Subdomain7.0 > AI system safety, failures, & limitations
Entity1 - Human
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryLack of data understanding
Subcategoryn/a

Related techniques

Attack methods connected to this risk.

No linked attack methods. No AI attack method is connected to this risk in the current data.

Suggested mitigations

Defenses that may help with related attacks.

No propagated mitigations. No defense is available through the connected attack methods.

Source

Research source for this risk, when available.