AI agents can unintentionally leak access tokens
AI agents that automate tasks for apps using access tokens—digital keys for third-party APIs—can accidentally leak those keys. Sensitive tokens often get copied into logs, error messages, or prompts as agents process instructions from untrusted sources, like tickets or uploaded documents. This isn't a coding flaw; it's just how agent systems work by design. The risk: automated requests can leak credentials without a breach.
- Tokens often end up in logs or error messages
- Agents process instructions from any untrusted text input
- A leaked token can allow full access to resources
- These risks come from normal agent operation, not bugs
Sources covering this
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