How Does Arcade.dev Keep Credentials & Tokens Away From My LLM?
Blog post from Arcade
In addressing the critical question of credential security in AI agents, Arcade.dev offers a solution where the AI model never directly handles sensitive tokens, thereby mitigating risks associated with credential exposure. Instead, Arcade acts as an intermediary, securely managing the lifecycle of credentials and interfacing with systems like Salesforce, GitHub, or Workday. By keeping tokens out of the model's context window, Arcade prevents potential leaks through prompt injections and ensures that authorization is executed just-in-time via OAuth integration with existing identity providers like Okta, Ping, or Entra. This separation maintains least privilege access and is crucial for passing enterprise security reviews, as it provides a clear audit trail and reduces the threat model associated with AI agents. Ultimately, this approach allows AI models to function effectively while keeping secrets secure and visible to security teams, leading to broader adoption within organizations, exemplified by its successful implementation in a financial institution.
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