KV Cache Security for Long-Context LLM Inference

What Changed in 2026 Short answer: Shared KV caches can expose prompt information when cache reuse crosses trust boundaries or unsafe distributed components are reachable. Separate cache reuse by trust group, use an unpredictable per-request cache salt where supported, patch each enabled component according to its advisory, and monitor cache infrastructure as sensitive state. Peer-reviewed…