# kv-cache
標記為「kv-cache」的 10 篇文章
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.
KV Cache Manipulation 攻擊s
Manipulate key-value caches in inference servers to inject or alter cached context across requests.
KV Cache & Prompt Caching 攻擊s
How KV cache poisoning, prefix caching exploitation, cache timing side channels, and multi-tenant isolation failures create attack vectors in LLM serving infrastructure.
模型快取安全
AI 推論中快取的安全風險——涵蓋 KV 快取攻擊、提示詞快取利用、共享快取資訊洩漏、快取投毒與安全快取設定。
架構層級攻擊
鎖定模型架構最佳化的攻擊——涵蓋量化利用、蒸餾攻擊、KV 快取攻擊、MoE 路由操控與上下文視窗利用。
KV 快取投毒與利用
KV 快取於 transformer 推論中如何運作、共享部署中的跨請求快取投毒、前綴快取攻擊，以及跨租戶資料洩漏。