How to Build Multi-Layer LLM Security Filters to Protect Against Dynamic, Analytical, and Aggressive Attacks
In this tutorial, we develop a robust, multi-layered security filter designed to protect large language models from dynamic and naming-specific attacks. We combine semantic similarity analysis, rule-based pattern detection, LLM-driven intent classification, and fuzzy detection to create a defense system that relies on a single point of failure. Also, we show how practical, production-style security … Read more