# denial-of-service
標記為「denial-of-service」的 8 篇文章
Recursive Function Calling
Techniques for triggering infinite loops, resource exhaustion, and call chain manipulation in LLM function calling systems through recursive and repeated invocations.
Denial of Service
LLM resource exhaustion attacks including sponge examples, context window flooding, recursive prompt loops, and token amplification that degrade or disable AI systems.
Advanced Rate Limiting Strategies for LLM API Endpoints
Designing, attacking, and defending rate limiting systems for LLM inference APIs to prevent abuse, model extraction, and resource exhaustion
Inference Cost Attacks
Attacks that exploit inference cost dynamics to cause financial damage through adversarial input crafting and API abuse.
遞迴函式呼叫
在 LLM 函式呼叫系統中透過遞迴與反覆呼叫觸發無限迴圈、資源耗盡，以及操弄呼叫鏈的技術。
阻斷服務
LLM 資源耗盡攻擊含 sponge 範例、脈絡視窗洪流、遞迴提示迴圈與退化或停用 AI 系統之 token 放大。
進階 Rate Limiting Strategies for LLM API Endpoints
Designing, attacking, and defending rate limiting systems for LLM inference APIs to prevent abuse, model extraction, and resource exhaustion
Inference Cost 攻擊s
攻擊s that exploit inference cost dynamics to cause financial damage through adversarial input crafting and API abuse.