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AI Risk

AI Systems interacting with brittle environments

"Deployed AI systems can rely on physical sensors and data sources that may exhibit hardware drift and thus data distribution drift over time. This distribu- tion drift may affect system robustness and performance. This usually involves AI systems working in undigitized and physical environments."

AI Risk7. AI System Safety, Failures, & Limitations7.3 > Lack of capability or robustness2 - Post-deployment

Record summary

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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
Subdomain7.3 > Lack of capability or robustness
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryImpacts of AI (Physical)
SubcategoryAI Systems interacting with brittle environments

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.