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AI agents with access to both sensitive data and external communication tools may inadvertently exfiltrate information through tool call parameters.
Agents that have access to both data retrieval tools and external communication tools (email, HTTP, webhooks) can be manipulated through prompt injection to read sensitive data and transmit it externally via tool call parameters.
Implement data flow analysis between tools. Restrict tool combinations. Add human-in-the-loop approval for sensitive data operations. Use output filtering to detect potential data exfiltration.