Inference Endpoint as an Internal Pivot
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Deployment
Risk Description
When an attacker submits crafted input causing the inference service to issue requests to an internal management interface; due to unmitigated control gaps, because the service holds elevated internal network privileges, the attacker gains access to internal resources otherwise unreachable, triggering compliance exposure and operational reputational costs.
Framework Mappings
NIST CSF 2.0PR.IR
ISO/IEC 27001Annex A 8.22、8.20
MITRE ATLASAML.T0051
NIST AI 600-1Information Security
ISO/IEC 5338部署
Risk Treatment & Implementation Guidance
Segment the network so internal management interfaces are unreachable from inference environments; Whitelist service-initiated requests, blocking access to internal addresses; Assign least-privilege internal identities to inference services, removing unneeded elevation