📄 中文摘要
在企业级生产部署中，框架层的安全节点仅是系统的基础构架，真正有效的安全防护系统需要具备可执行性、可审计性，并能抵御实际攻击。在电子商务智能客服系统的实际生产环境中，识别出五类核心安全风险，这些风险必须得到直接解决，并且每一类风险都有具体的量化数据支持。这些安全防护措施的实施对于确保系统的合规性和稳定性至关重要。
构建有效的 LLM 客户服务安全防护措施
📄 English Summary
Building Safety Guardrails for LLM Customer Service That Actually Work in Production
In enterprise production deployments, framework-layer safety nodes serve as the basic structure, while a truly effective safety guardrail system must be executable, auditable, and capable of withstanding real attacks. In the actual production environment of an e-commerce intelligent customer service system, five categories of core security risks have been identified that must be directly addressed, each backed by concrete quantitative data. Implementing these safety measures is crucial for ensuring system compliance and stability.