模型推論成本放大攻擊

Risk Description

Attackers craft inputs using specific token combinations or context lengths to trigger worst-case inference paths, dramatically increasing per-inference computational cost. Unlike traditional DDoS relying on request volume, cost amplification attacks cause enormous resource consumption with few requests. For pay-per-use AI services, this can result in sudden massive bills.