PromptRiskDBThreat intelligence atlas
AI Risk

Lack of transparency

"The idea of a "black box" making decisions without any explanation, without offering insight in the process, has a couple of disadvantages: it may fail to gain the trust of its users and it may fail to meet regulatory standards such as the ability to audit."

View related techniquesRead profile
AI Risk7. AI System Safety, Failures, & Limitations7.4 > Lack of transparency or interpretability3 - Other

Record summary

A quick snapshot of what this page covers.

Techniques1Attack methods connected to this risk.
Mitigations2Defenses 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
Subdomain7.4 > Lack of transparency or interpretability
Entity2 - AI
Intent2 - Unintentional
Timing3 - Other
CategoryLack of transparency
Subcategoryn/a

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

Sanitize Training Data

Business and Data UnderstandingData Preparation+1 more
LifecycleBusiness and Data Understanding + 2 moreCategoryTechnical - ML

Source

Research source for this risk, when available.