# resource-exhaustion
標記為「resource-exhaustion」的 6 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.
recursive-callsfunction-callingresource-exhaustiondenial-of-servicecall-chains
Reasoning Budget Exhaustion & DoS
Attacks that force reasoning models to consume excessive tokens, causing cost amplification, timeout exploitation, and denial of service against reasoning APIs.
reasoning-budgetdosresource-exhaustion
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.
denial-of-serviceresource-exhaustionsponge-examplesavailabilityimpact
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。
recursive-callsfunction-callingresource-exhaustiondenial-of-servicecall-chains
推理預算耗盡與 DoS
迫使推理模型消耗過量 token 之攻擊，造成對推理 API 之成本放大、逾時利用與阻斷服務。
reasoning-budgetdosresource-exhaustion
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。
denial-of-serviceresource-exhaustionsponge-examplesavailabilityimpact