Highest priority risks
Based on confidence and impact
PromptRiskDB curates and links AI security techniques, risks, mitigations, case studies, vulnerabilities, and sources to help you understand, prioritize, and reduce AI security risk.
Based on confidence and impact
Recently added or updated
Unfair capability distribution is an AI risk in 1. Discrimination & Toxicity focused on 1.3 > Unequal performance across groups. It is most relevant during 2...
AI RisksUndermining creative economiesUndermining creative economies is an AI risk in 6. Socioeconomic and Environmental focused on 6.3 > Economic and cultural devaluation of human effort. It is...
AI RisksToxicityToxicity is an AI risk in 1. Discrimination & Toxicity focused on 1.2 > Exposure to toxic content. It is most relevant during 2 - Post-deployment.
AI RisksToxic contentToxic content is an AI risk in 1. Discrimination & Toxicity focused on 1.2 > Exposure to toxic content. It is most relevant during 2 - Post-deployment.
AI RisksStereotypingStereotyping is an AI risk in 1. Discrimination & Toxicity focused on 1.0 > Discrimination & Toxicity; 1.1 > Unfair discrimination and misrepresentation. It...
Real-world examples and analyses
By record count
Every record is linked to original, publicly available research and documentation.