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When an organization's training environment runs an outdated framework version; due to unmitigated control gaps, loading an externally obtained model file triggers a vulnerability, and the attacker gains control of the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