# layered-defense
2 articlestagged with “layered-defense”
Defense-in-Depth for LLM Apps
Layered defense strategy for AI applications covering network, application, model, and output layers, how each layer contributes, and why single-layer defense always fails.
defense-in-depthlayered-defensearchitecturesecurity-strategyllm-security
Layered Defense Strategy
Implementing defense in depth for AI applications: designing independent defense layers, ensuring orthogonal coverage, and managing the complexity of multi-layer security.
defense-in-depthlayered-defensesecurity-architecturemulti-layerstrategy