# token-amplification
2 articlestagged with “token-amplification”
MCP Denial of Wallet: Preventing Token Consumption Attacks
A defense-focused guide to understanding denial-of-wallet attacks via MCP -- how malicious servers create overthinking loops causing 142.4x token amplification -- and implementing budget controls, rate limiting, and cost monitoring to protect LLM endpoints.
mcpdenial-of-wallettoken-amplificationcost-controldefenserate-limiting
MCP Denial of Wallet: Preventing Token Consumption 攻擊s
A defense-focused guide to understanding denial-of-wallet attacks via MCP -- how malicious servers create overthinking loops causing 142.4x token amplification -- and implementing budget controls, rate limiting, and cost monitoring to protect LLM endpoints.
mcpdenial-of-wallettoken-amplificationcost-controldefenserate-limiting