S0047RS3-T12-S0047-Z · Full risk code

Vulnerabilities in the Training Framework Itself

訓練框架自身漏洞

Design & Development
Risk Description

When an organization's training environment runs an outdated framework version; due to unmitigated control gaps, loading an externally obtained model file triggers a vulnerability, and the attacker gains control of the environment, triggering external stakeholder impacts and causing concerned about compatibility, the organization has deferred upgrades for a long time, leaving an exposure window of several months.

Framework Mappings

OWASP Top 10 for LLMLLM03
MITRE ATLASAML.T0010
NIST CSF 2.0ID.RA、PR.PS
ISO/IEC 42001Annex A.10.3
ISO/IEC 5338設計與開發

Risk Treatment & Implementation Guidance

Bring training frameworks under version management and security-update monitoring with patching deadlines for critical fixes; Validate upgrades in a compatibility test environment to end fear-driven deferral; Apply mitigations—restricting external file loading and isolation—while patches are pending