PromptRiskDBThreat intelligence atlas
AI Risk

Risks from AI systems (Risks of exploitation through defects and backdoors)

"The standardized API, feature libraries, toolkits used in the design, training, and verification stages of AI algorithms and models, development interfaces, and execution platforms may contain logical flaws and vulnerabilities. These weaknesses can be exploited, and in some cases, backdoors can be intentionally embedded, posing significant risks of being triggered and used for attacks."

View related techniquesRead profile
AI Risk2. Privacy & Security2.2 > AI system security vulnerabilities and attacks3 - Other

Record summary

A quick snapshot of what this page covers.

Techniques8Attack 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
Entity1 - Human
Intent3 - Other
Timing3 - Other
CategoryAI's inherent safety risks
SubcategoryRisks from AI systems (Risks of exploitation through defects and backdoors)

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

Code Signing

Deployment
LifecycleDeploymentCategoryTechnical - Cyber

Use Multi-Modal Sensors

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

Source

Research source for this risk, when available.