04 · LIFECYCLE STAGE

Deployment

The transition process by which the system begins serving externally, formally releasing and deploying it into the production environment. Permission, integration and configuration errors commonly cluster at this stage.

11 scenarios

RS3-T11-S0088-Z

Unencrypted Model Weights Leaked

RS3-T13-S0090-Z

Weight Tampering During Transmission

RS3-T13-S0091-Z

Model Substitution at Deployment

RS3-T13-S0092-Z

Hijacking of the Update Channel

RS3-T14-S0096-Z

Inference Endpoint as an Internal Pivot

RS3-T14-S0093-Z

Inference Interface Without Access Control

RS3-T14-S0095-Z

Overly Permissive Cloud Service Configuration

RS3-T14-S0097-Z

Multi-Tenant Isolation Failure

RS3-T11-S0089-Z

Removal of Model Markers

RS3-T14-S0094-Z

Unpatched Container Image Vulnerabilities

RS7-T24-S0098-Z

Resource Waste from Inefficient Inference