# kv-cache
5 articlestagged with “kv-cache”
KV Cache Manipulation Attacks
Manipulate key-value caches in inference servers to inject or alter cached context across requests.
KV Cache & Prompt Caching Attacks
How KV cache poisoning, prefix caching exploitation, cache timing side channels, and multi-tenant isolation failures create attack vectors in LLM serving infrastructure.
Model Caching Security
Security risks of caching in AI inference — covering KV cache attacks, prompt caching exploitation, shared cache information leakage, cache poisoning, and secure caching configurations.
Model Architecture Attack Vectors
How model architecture decisions create exploitable attack surfaces, including attention mechanisms, MoE routing, KV cache, and context window vulnerabilities.
KV Cache Poisoning & Exploitation
How KV cache works in transformer inference, cache poisoning across requests in shared deployments, prefix caching attacks, and cross-tenant data leakage.