This paper introduces the Generative Application Firewall (GAF), a new architectural layer for securing LLM applications. Existing defenses -- prompt filters, guardrails, and data-masking -- remain fragmented; GAF unifies them into a single enforcement point, much like a WAF coordinates defenses for web traffic, while also covering autonomous agents and their tool interactions.
翻译:本文介绍了生成式应用防火墙(GAF),一种用于保护大语言模型(LLM)应用的新型架构层。现有的防御措施——提示过滤器、防护栏和数据掩码——仍然处于碎片化状态;GAF将它们统一到一个单一的强制执行点,类似于网络应用防火墙(WAF)协调针对网络流量的防御,同时它还覆盖了自主智能体及其工具交互。