AI Mitigations

Policy AI Mitigations

Policy groups 7 AI defenses by defense type.

Monitoring and Maintenance AI Mitigations

Monitoring and Maintenance groups 10 AI defenses for the AI lifecycle.

ML Model Evaluation AI Mitigations

ML Model Evaluation groups 10 AI defenses for the AI lifecycle.

Memory Hardening - AI Mitigation

Memory Hardening is an AI mitigation for ML Model Engineering, Deployment, Monitoring and Maintenance, grouped as Technical - ML. It is connected to 2 attack...

Business and Data Understanding AI Mitigations

Business and Data Understanding groups 12 AI defenses for the AI lifecycle.

Technical - Cyber AI Mitigations

Technical - Cyber groups 12 AI defenses by defense type.

Data Preparation AI Mitigations

Data Preparation groups 13 AI defenses for the AI lifecycle.

ML Model Engineering AI Mitigations

ML Model Engineering groups 15 AI defenses for the AI lifecycle.

Restrict AI Agent Tool Invocation on Untrusted Data - AI Mitigation

Restrict AI Agent Tool Invocation on Untrusted Data is an AI mitigation for Deployment, grouped as Technical - ML. It is connected to 3 attack methods.

Human In-the-Loop for AI Agent Actions - AI Mitigation

Human In-the-Loop for AI Agent Actions is an AI mitigation for Deployment, grouped as Technical - ML. It is connected to 3 attack methods.

Vulnerability Scanning - AI Mitigation

Vulnerability Scanning is an AI mitigation for ML Model Engineering, Data Preparation, grouped as Technical - Cyber. It is connected to 3 attack methods.

Restrict Library Loading - AI Mitigation

Restrict Library Loading is an AI mitigation for Deployment, grouped as Technical - Cyber. It is connected to 3 attack methods.

Use Multi-Modal Sensors - AI Mitigation

Use Multi-Modal Sensors is an AI mitigation for Business and Data Understanding, Data Preparation, ML Model Engineering, grouped as Technical - Cyber. It is...

Technical - ML AI Mitigations

Technical - ML groups 16 AI defenses by defense type.

Encrypt Sensitive Information - AI Mitigation

Encrypt Sensitive Information is an AI mitigation for Data Preparation, ML Model Engineering, Deployment, grouped as Technical - Cyber. It is connected to 4...

Sanitize Training Data - AI Mitigation

Sanitize Training Data is an AI mitigation for Business and Data Understanding, Data Preparation, Monitoring and Maintenance, grouped as Technical - ML. It i...

Deployment AI Mitigations

Deployment groups 24 AI defenses for the AI lifecycle.

Deepfake Detection - AI Mitigation

Deepfake Detection is an AI mitigation for Deployment, Monitoring and Maintenance, ML Model Evaluation, ML Model Engineering, grouped as Technical - ML. It i...

AI Agent Tools Permissions Configuration - AI Mitigation

AI Agent Tools Permissions Configuration is an AI mitigation for Deployment, grouped as Technical - Cyber. It is connected to 5 attack methods.

Maintain AI Dataset Provenance - AI Mitigation

Maintain AI Dataset Provenance is an AI mitigation for Data Preparation, Business and Data Understanding, grouped as Technical - ML. It is connected to 5 att...