Kubeflow
Low RiskData Analysis
Open-source ML platform for Kubernetes-based workflows.
2
Risk Score
(1-10 scale)
Data Handling
Storage Location
Self-hosted
Retention Policy
Customer-controlled
Training on User Data
Open-source, no collection
Risk Factors
- ⚠Sensitive data exposure to cloud
- ⚠Query and schema metadata logged
- ⚠Third-party data processing
Security Recommendations
- ✓Use role-based access controls
- ✓Enable data encryption at rest and in transit
- ✓Review data processing agreements
Compliance
SOC 2✗
GDPR✓
HIPAA✗
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