SAIF Risk Map
AI risks are everywhere. Take the tour to see how different risks are introduced, exploited, and mitigated throughout the AI development process.
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Overview
Data Poisoning
Unauthorized Training Data
Model Source Tampering
Excessive Data Handling
Model Exfiltration
Model Deployment Tampering
Denial of ML Service
Model Reverse Engineering
Insecure Integrated Component
Prompt Injection
Model Evasion
Sensitive Data Disclosure
Inferred Sensitive Data
Insecure Model Output
Rogue Actions
Next Steps