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AI Risk

Pre-processing Tools

"Pre-processing tools play a crucial role in the context of LLMs. These tools, which are often involved in computer vision (CV) tasks, are susceptible to attacks that exploit vulnerabilities in tools such as OpenCV."

AI Risk2. Privacy & Security2.2 > AI system security vulnerabilities and attacks1 - Pre-deployment

Record summary

A quick snapshot of what this page covers.

Techniques6Attack methods connected to this risk.
Mitigations2Defenses that may help with related attacks.
Domain2. Privacy & SecurityThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain2. Privacy & Security
Subdomain2.2 > AI system security vulnerabilities and attacks
Entity2 - AI
Intent2 - Unintentional
Timing1 - Pre-deployment
CategorySoftware Security Issues
SubcategoryPre-processing Tools

Suggested mitigations

Defenses that may help with related attacks.

Code Signing

Deployment
LifecycleDeploymentCategoryTechnical - Cyber

Source

Research source for this risk, when available.