Vercel 聯手 Kasada 保護 AI 應用：防範惡意 Bot 與 API 濫用，降低 LLM 帳單成本
Original: Protecting AI apps from bots and bad actors with Vercel and Kasada
With the explosion of generative AI applications, developers face unprecedented security and cost challenges. AI applications (such as…
Vercel 與防 Bot 專家 Kasada 展開合作，旨在保護 AI 應用免受自動化機器人、API 濫用與資料爬取的威脅。由於 AI 應用的 API 呼叫成本高昂，極易成為惡意攻擊者的目標。透過此整合，開發者可在 Vercel Edge 部署隱形防禦，無需使用惱人的 CAPTCHA 驗證碼，即可有效攔截惡意流量，保護 LLM 預算並維護良好的使用者體驗。
With the explosion of generative AI applications, developers face unprecedented security and cost challenges. AI applications (such as custom chatbots and RAG knowledge bases) typically rely on external LLM APIs (like those from OpenAI or Anthropic) at their core, and these APIs charge per token. This makes AI applications highly attractive targets for malicious bots and automated attackers. If an API is subjected to malicious abuse, developers could face bills in the tens of thousands of dollars within just a few hours.
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